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Coronavirus_2021-09-15_01-20-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3kaHB3M
@tweetyburd
@politicsforali
@washingtonpost
@coronaupdatebot
@drericding
@flatbush711
@cnn
@thetimes
@ap
@beith123

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#venezuela
#iran
#corona
#vaccination
#vaccines

Description:
Description
The graph represents a network of 9,215 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, 15 September 2021 at 08:45 UTC.

The requested start date was Wednesday, 15 September 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 2-day, 0-hour, 20-minute period from Sunday, 12 September 2021 at 12:05 UTC to Tuesday, 14 September 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 : 9215
Unique Edges : 4613
Edges With Duplicates : 12040
Total Edges : 16653
Number of Edge Types : 5
Replies to : 470
Mentions : 1542
Tweet : 2804
Retweet : 5396
MentionsInRetweet : 6441
Self-Loops : 2848
Reciprocated Vertex Pair Ratio : 0.00523234084963249
Reciprocated Edge Ratio : 0.0104102119221713
Connected Components : 2393
Single-Vertex Connected Components : 1019
Maximum Vertices in a Connected Component : 2152
Maximum Edges in a Connected Component : 4726
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.034602
Graph Density : 9.50333782805448E-05
Modularity : 0.53931
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,215 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, 15 September 2021 at 08:45 UTC.

The requested start date was Wednesday, 15 September 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 2-day, 0-hour, 20-minute period from Sunday, 12 September 2021 at 12:05 UTC to Tuesday, 14 September 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:
[56] https://www.cnews.fr/monde/2021-09-12/direct-coronavirus-le-gouvernement-britannique-renonce-au-passeport-vaccinal
[42] https://www.mylondon.news/news/zone-1-news/healthy-mum-2-35-killed-21548121
[38] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-14-septiembre_6_8299676_1077167.html
[30] https://trib.al/uAXPnOa
[27] https://justthenews.com/politics-policy/coronavirus/reversal-britain-scraps-covid-vaccine-passports
[25] https://paine.tv/sweden-proposes-law-to-compensate-those-injured-by-coronavirus-vaccines/
[25] https://www.cnn.com/2021/09/13/politics/cnn-poll-coronavirus-vaccine-mandates/index.html
[25] https://www.affaritaliani.it/cronache/coronavirus-bertolaso-senza-zangrillo-e-la-clorochina-sarei-morto-691803.html
[25] https://news7tamil.live/
[21] https://news.sky.com/story/covid-19-unprepared-nhs-and-flawed-government-policy-contributed-to-coronavirus-crisis-says-bma-12406796

Top URLs in Tweet in G1:
[14] https://www.foxnews.com/politics/trump-covid-19-vaccine-democrats-coronavirus
[9] https://www.huffpost.com/entry/bob-enyart-coronavirus-death-right-wing-radio-host_n_613fffcbe4b0dda4cbd2b3a4
[8] https://www.cnn.com/2021/09/14/europe/russia-putin-coronavirus-self-isolating-intl/index.html
[7] https://www.cnn.com/2021/09/13/politics/cnn-poll-coronavirus-vaccine-mandates/index.html
[6] https://apnews.com/article/technology-health-coronavirus-pandemic-united-nations-covid-19-pandemic-dcabfc7526f46940dc5a992d52737c8b
[5] https://www.nytimes.com/2021/09/13/us/coronavirus-hospitals-washington-idaho.html?smid=tw-share
[4] https://www.theguardian.com/world/live/2021/sep/12/coronavirus-live-news-uk-covid-vaccine-passports-latest-updates?CMP=share_btn_tw
[4] https://petition.parliament.uk/petitions/592632
[4] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[4] https://apnews.com/article/health-amy-coney-barrett-courts-coronavirus-pandemic-us-supreme-court-73389c829dc170751a95c5c1d4fc7ca6

Top URLs in Tweet in G2:
[1] http://m.koreaherald.com/amp/view.php?ud=20210914000864&ud=20210914000864&__twitter_impression=true

Top URLs in Tweet in G3:
[6] https://www.cnn.com/2021/09/13/politics/cnn-poll-coronavirus-vaccine-mandates/index.html
[5] https://www.bloomberg.com/news/newsletters/2021-09-12/coronavirus-daily-how-vulnerable-are-kids?cmpid=socialflow-twitter-business&utm_medium=social&utm_content=business&utm_source=twitter&utm_campaign=socialflow-organic
[4] https://www.washingtonpost.com/health/2021/09/09/pregnant-covid-mississippi/
[3] http://trib.al/cetUWWQ
[2] http://trib.al/yj07dDA
[2] https://nyti.ms/3z89QEy
[2] https://www.huffpost.com/entry/bob-enyart-coronavirus-death-right-wing-radio-host_n_613fffcbe4b0dda4cbd2b3a4
[2] https://apnews.com/article/europe-health-coronavirus-pandemic-epidemics-denmark-58f504553ea4c54bb5ae129e74989625
[2] https://www.theguardian.com/us-news/2021/sep/11/gorillas-coronavirus-covid-atlanta-zoo
[2] http://trib.al/RDxMrve

Top URLs in Tweet in G4:
[3] https://www.express.co.uk/showbiz/tv-radio/1489518/strictly-come-dancing-2021-coronavirus-isolation-rules-change-couples-not-quit
[3] https://www.thesun.co.uk/health/11204975/what-high-temperature-adult-child-seek-coronavirus-advice/?utm_medium=Social&utm_campaign=sunmaintwitter&utm_source=Twitter
[3] https://www.irishtimes.com/business/manufacturing/boeing-warns-pandemic-has-erased-two-years-of-jet-industry-growth-1.4673667?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.ctvnews.ca/health/coronavirus/u-k-recommends-covid-19-booster-shots-for-over-50s-1.5584505?utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&taid=614092498673f2000160bc86&cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&utm_source=twitter
[3] https://andina.pe/ingles/noticia-peru-coronavirus-cases-total-2161358-9004920-citizens-fully-vaccinated-861497.aspx
[3] https://www.ctvnews.ca/health/coronavirus/it-s-terrifying-police-on-hand-as-pandemic-protesters-picket-hospitals-1.5583017?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=613fd26e18303d0001f198be&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.khaleejtimes.com/coronavirus-pandemic/uae-65574-covid-vaccine-doses-administered-in-24-hours
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/latest-worldwide-spread-coronavirus-2021-02-18/
[2] https://www.ctvnews.ca/health/coronavirus/chinese-city-with-coronavirus-outbreak-stops-buses-trains-1.5582254?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=613de8448673f2000160ae2f&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/a-man-died-after-he-couldn-t-get-a-cardiac-icu-bed-in-43-u-s-hospitals-due-to-pandemic-family-says-1.5583446?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61402fdb8673f2000160ba3f&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G5:
[1] https://www.standard.co.uk/news/uk/covid-coronavirus-latest-updates-boris-johnson-vaccine-passports-winter-plan-lockdown-news-b954973.html
[1] https://twitter.com/maajidnawaz/status/1435539797309861893?s=21
[1] https://twitter.com/maajidnawaz/status/1435539797309861893
[1] https://www.healthline.com/health-news/unvaccinated-people-are-increasing-the-chances-for-more-coronavirus-variants-heres-how
[1] https://www.theguardian.com/world/2021/jul/17/unvaccinated-coronavirus-covid-variants-us
[1] https://www.statista.com/statistics/1104709/coronavirus-deaths-worldwide-per-million-inhabitants/
[1] https://www.irna.ir/news/84468103/%D9%82%D8%A7%D8%B6%DB%8C-%D8%B2%D8%B1%DA%AF%D8%B1-%D8%A8%D8%B1-%D8%A7%D8%AB%D8%B1-%D8%A7%D8%A8%D8%AA%D9%84%D8%A7-%D8%A8%D9%87-%DA%A9%D8%B1%D9%88%D9%86%D8%A7-%D8%AF%D8%B1%DA%AF%D8%B0%D8%B4%D8%AA
[1] https://www.independent.co.uk/money/wealth-growth-billionaires-covid-vaccine-b1901453.html
[1] https://www.heraldscotland.com/news/18516290.uk-billionaires-see-personal-wealth-grow-25bn-pandemic-lockdown/
[1] https://www.foxnews.com/politics/trump-covid-19-vaccine-democrats-coronavirus?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[5] https://scottishparliament.tv:443/
[4] https://www.youtube.com/watch?v=4XLX-avL0YE&feature=youtu.be

[3] https://pressat.co.uk/releases/peer-reviewed-paper-by-australian-scientist-provides-evidence-that-covid-19-was-a-chinese-lab-developed-bioweapon-a39fe3cbde6a97b73ec79fdf4b31efdd/
[2] https://www.sacbee.com/news/coronavirus/article254182303.html
[2] https://www.nydailynews.com/coronavirus/ny-covid-texas-schools-abbot-paxton-mask-mandate-20210912-hgf5xnjfqzfljc4dqwtdrxtdou-story.html
[2] https://www.wthr.com/article/news/verify/no-the-cdcs-vaers-database-does-not-show-thousands-of-people-have-died-from-covid-19-vaccines-coronavirus/531-952c2b9c-8b99-48cf-9b9a-ead716781b67
[1] https://www.cnn.com/2021/09/13/politics/cnn-poll-coronavirus-vaccine-mandates/index.html
[1] https://gov.scot/coronavirus
[1] https://www.washingtonpost.com/nation/2020/08/28/arizona-coronavirus-wastewater-testing/
[1] https://www.houstonpublicmedia.org/articles/news/politics/2021/09/03/407791/doctors-say-texas-leaders-failed-to-stop-covid-19-from-spreading/

Top URLs in Tweet in G7:
[3] https://www.wsj.com/articles/covid-19-coronavirus-breakthrough-vaccine-natural-immunity-cdc-fauci-biden-failure-11631548306
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/your-vaccination.html
[3] https://www.miamiherald.com/news/coronavirus/article252299518.html
[3] http://ws-jp.co.jp/2020/12/04/coronavirus-19-vaccines-us-129-newyork-4-massachusetts-3-pharmaceutical-corporations-pfizer-biontech-moderna/
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[2] https://www.aljazeera.com/news/2021/9/10/ex-french-health-minister-charged-over-handling-covid-pandemic
[2] https://www.miamiherald.com/news/coronavirus/article254166183.html
[2] https://www.miamiherald.com/news/coronavirus/article254182303.html
[2] https://as-human-lu.blogspot.com/2021/09/iran-plus-de-421600-deces-dus-au.html?spref=tw
[2] https://www.independent.co.uk/news/health/covid-vaccine-deaths-coronavirus-cases-b1919002.html

Top URLs in Tweet in G8:
[20] https://news.sky.com/story/covid-19-unprepared-nhs-and-flawed-government-policy-contributed-to-coronavirus-crisis-says-bma-12406796
[2] https://www.independent.co.uk/news/health/coronavirus-hull-hospital-operations-delays-b1909806.html
[2] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/find-a-walk-in-coronavirus-covid-19-vaccination-site/
[1] https://www.thecanary.co/uk/news/2021/09/11/survey-shows-majority-of-parents-worried-about-school-reopening-due-to-coronavirus/?__s=vhkxsjgiescwnydbcdz8
[1] https://www.independent.co.uk/news/health/coronavirus-nhs-cancer-operations-nottingham-b1919071.html
[1] https://www.independent.co.uk/news/health/covid-vaccine-deaths-coronavirus-cases-b1919002.html
[1] https://coronavirus.data.gov.uk/details/vaccinations
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/pregnancy-breastfeeding-fertility-and-coronavirus-covid-19-vaccination/
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/safety-and-side-effects/
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine/

Top URLs in Tweet in G9:
[27] https://trib.al/uAXPnOa
[11] https://trib.al/b6hfrd3
[2] https://noticias.caracoltv.com/salud/casos-de-coronavirus-colombia-11-de-septiembre-2021
[1] https://www.theguardian.com/politics/live/2021/sep/14/uk-covid-news-boris-johnson-vaccine-booster-winter-plan-coronavirus-latest-updates?CMP=Share_iOSApp_Other
[1] https://wapo.st/3AakagD
[1] https://wapo.st/3lklB5Q
[1] https://wapo.st/3C05xNw
[1] http://saludata.saludcapital.gov.co/osb/index.php/datos-de-salud/enfermedades-trasmisibles/covid19/
[1] https://news.yahoo.com/testing-times-borneo-orangutans-covid-055736959.html?fr=sycsrp_catchall
[1] https://news.yahoo.com/putin-self-isolates-covid-cases-095255243.html?fr=sycsrp_catchall

Top URLs in Tweet in G10:
[25] https://news7tamil.live/
[5] https://www.puthiyathalaimurai.com/LiveBlog/277/0/BREAKING+NEWS
[4] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[4] https://www.aging-us.com/lookup/doi/10.18632/aging.203442
[2] https://www.npr.org/sections/coronavirus-live-updates/2021/09/13/1036593269/coronavirus-alabama-43-icus-at-capacity-ray-demonia
[2] https://www.bbc.co.uk/news/uk-58560031?at_medium=RSS&at_campaign=KARANGA
[2] https://w3.webrt.it/flmha
[2] https://www.bitchute.com/video/Pz0SBTvKrDrV
[2] https://tradenews.com.br/estudo-da-india-aponta-reducao-grande-de-anticorpos-da-covid-4-meses-apos-vacinacao/?feed_id=12739&_unique_id=614094089fcd2
[2] https://www.bangladeshlivenews.com/bn/bangladesh/details/coronavirus-country-records-lowest-single-day-death-toll-in-99-days-as-35-die-24-hour-mortality-rate-drops-to-6-69-percent

Top Domains
Top Domains in Tweet in Entire Graph:
[133] twitter.com
[132] co.uk
[111] reuters.com
[105] trib.al
[76] com.br
[73] apnews.com
[70] cnn.com
[67] or.jp
[66] nytimes.com
[65] theguardian.com

Top Domains in Tweet in G1:
[52] twitter.com
[36] apnews.com
[35] com.ar
[35] cnn.com
[33] theguardian.com
[30] co.uk
[19] msn.com
[19] com.br
[18] foxnews.com
[18] gov.uk

Top Domains in Tweet in G2:
[1] koreaherald.com

Top Domains in Tweet in G3:
[11] trib.al
[10] bloomberg.com
[9] cnn.it
[9] 20minutes.fr
[7] nyti.ms
[6] washingtonpost.com
[6] cnn.com
[5] nytimes.com
[4] politico.eu
[3] apnews.com

Top Domains in Tweet in G4:
[13] ctvnews.ca
[12] trib.al
[10] co.uk
[5] apnews.com
[3] khaleejtimes.com
[3] irishtimes.com
[3] andina.pe
[2] reuters.com
[2] nytimes.com
[2] nydailynews.com

Top Domains in Tweet in G5:
[2] co.uk
[2] twitter.com
[1] healthline.com
[1] theguardian.com
[1] statista.com
[1] irna.ir
[1] heraldscotland.com
[1] foxnews.com
[1] com.au

Top Domains in Tweet in G6:
[5] scottishparliament.tv
[4] youtube.com
[3] co.uk
[2] trib.al
[2] cnn.it
[2] sacbee.com
[2] nydailynews.com
[2] cdc.gov
[2] wthr.com
[1] cnn.com

Top Domains in Tweet in G7:
[11] co.jp
[10] cdc.gov
[8] wsj.com
[7] miamiherald.com
[2] bloom.bg
[2] aljazeera.com
[2] drugtodayonline.com
[2] blogspot.com
[2] co.uk
[1] bit.ly

Top Domains in Tweet in G8:
[20] sky.com
[8] nhs.uk
[4] co.uk
[2] twitter.com
[1] thecanary.co
[1] gov.uk

Top Domains in Tweet in G9:
[38] trib.al
[3] wapo.st
[2] caracoltv.com
[2] yahoo.com
[2] nytimes.com
[2] washingtonpost.com
[1] theguardian.com
[1] gov.co
[1] ipsos.com
[1] theatlantic.com

Top Domains in Tweet in G10:
[25] news7tamil.live
[11] informazione.it
[6] nhs.uk
[5] puthiyathalaimurai.com
[4] aging-us.com
[3] n.pr
[3] webrt.it
[3] com.br
[3] bangladeshlivenews.com
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[892] coronavirus
[664] covid19
[215] covid_19
[96] covid
[88] venezuela
[44] iran
[43] corona
[39] vaccination
[36] vaccines
[36] impfung



Top Hashtags in Tweet in G1:
[183] coronavirus
[107] covid19
[27] covid
[20] covid_19
[16] corona
[12] news
[9] vaccine
[8] coronavirusupdate
[7] foxnews
[7] lka

Top Hashtags in Tweet in G2:
[6] jungkook
[6] youthtoday
[6] yourstories
[1] bts
[1] 방탄소년단

Top Hashtags in Tweet in G3:
[3] covid19
[2] karma
[2] covid
[2] gop
[2] afp
[2] icymi
[2] covid19vaccines
[2] usa
[1] vaccineswork

Top Hashtags in Tweet in G4:
[20] covid19
[10] coronavirus
[8] lka
[8] srilanka
[8] covid19sl
[7] saudiarabia
[6] vaccinations
[6] india
[3] uk
[3] strictlycomedancing

Top Hashtags in Tweet in G5:
[4] iran
[4] coronavirus
[3] worldbeating
[1] arrestfauci
[1] resist

Top Hashtags in Tweet in G6:
[77] covid19
[21] coronavirus
[9] vaccines
[4] myocarditis
[3] covid
[2] china
[1] stopthespike
[1] covidisairborne
[1] vaccinate
[1] vaccine

Top Hashtags in Tweet in G7:
[46] covid19
[12] coronavirus
[3] deltavariant
[3] atl
[3] pfizer
[3] covidー19
[3] vaccines
[2] vaxfact
[2] cdc
[2] breakingnews

Top Hashtags in Tweet in G8:
[9] covid19
[1] covid19vaccine
[1] spreadhopenotcovid19
[1] eastofengland
[1] grabajab

Top Hashtags in Tweet in G9:
[3] breaking
[2] salud
[2] update
[2] putin
[2] coronavirus
[1] saludatatetieneeldato
[1] covid19
[1] vladimirputin
[1] france
[1] crise

Top Hashtags in Tweet in G10:
[96] coronavirus
[94] covid19
[31] covid_19
[25] newsupdate
[25] coronavaccines
[22] covidvislualizations
[22] coviddata
[22] smcanalytics
[17] covid
[12] asturias

Top Words
Top Words in Tweet in Entire Graph:
[3598] coronavirus
[1858] covid
[1130] 19
[1078] vaccine
[892] #coronavirus
[681] president
[664] #covid19
[638] pandemic
[530] people
[522] more

Top Words in Tweet in G1:
[522] coronavirus
[262] covid
[183] #coronavirus
[176] 19
[109] vaccine
[107] #covid19
[83] cases
[76] more
[73] casos
[51] people

Top Words in Tweet in G2:
[438] coronavirus
[436] bts_twt
[431] president
[431] moon
[431] jae
[431] members
[431] hands
[431] age
[431] pandemic
[429] shaking

Top Words in Tweet in G3:
[149] covid
[126] coronavirus
[109] 19
[106] cnn
[67] vaccine
[65] americans
[63] people
[47] vaccinated
[47] more
[45] president

Top Words in Tweet in G4:
[91] covid
[83] 19
[81] coronavirus
[62] ap
[56] president
[56] vaccine
[53] people
[47] foxnews
[47] trump
[46] dems

Top Words in Tweet in G5:
[132] vaccine
[130] passports
[124] politicsforali
[120] first
[119] against
[119] winter
[118] breaking
[118] downing
[118] street
[118] line

Top Words in Tweet in G6:
[85] drericding
[77] #covid19
[53] kids
[52] weeks
[52] orphaned
[52] mom
[50] heartbreaking
[50] both
[50] dad
[50] age

Top Words in Tweet in G7:
[51] covid
[46] #covid19
[42] cdcgov
[36] vaccinated
[31] coronavirus
[29] against
[28] vaccines
[24] pregnant
[23] re
[20] fact

Top Words in Tweet in G8:
[85] vaccine
[76] first
[61] winter
[59] lollllllll
[59] breaking
[59] downing
[59] street
[59] passports
[59] line
[59] defence

Top Words in Tweet in G9:
[98] coronavirus
[63] positive
[61] putin
[60] vladimir
[60] tested
[53] several
[52] washingtonpost
[51] president
[47] russian
[47] quarantine

Top Words in Tweet in G10:
[96] #coronavirus
[94] #covid19
[84] covid
[66] த
[66] ப
[55] ச
[42] ட
[38] 19
[34] ல
[32] ய

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1047] covid,19
[487] coronavirus,pandemic
[433] president,moon
[432] moon,jae
[432] jae,bts_twt
[432] bts_twt,members
[432] hands,age
[432] age,coronavirus
[430] members,shaking
[430] shaking,hands

Top Word Pairs in Tweet in G1:
[166] covid,19
[24] #covid19,#coronavirus
[23] 19,vaccine
[20] #coronavirus,#covid19
[19] vaccine,mandates
[18] casos,coronavirus
[18] 19,cases
[18] vladimir,putin
[17] coronavirus,vaccine
[12] coronavirus,pandemic

Top Word Pairs in Tweet in G2:
[431] president,moon
[431] moon,jae
[431] jae,bts_twt
[431] bts_twt,members
[431] hands,age
[431] age,coronavirus
[431] coronavirus,pandemic
[429] members,shaking
[429] shaking,hands
[428] kpop_herald,president

Top Word Pairs in Tweet in G3:
[109] covid,19
[34] vaccine,requirements
[32] cnn,poll
[31] millions,americans
[31] americans,still
[31] still,need
[31] need,vaccinated
[31] vaccinated,slow
[31] slow,stop
[31] stop,spread

Top Word Pairs in Tweet in G4:
[80] covid,19
[46] trump,dems
[46] dems,'disparaged'
[46] 'disparaged',covid
[46] 19,vaccine
[46] vaccine,president
[46] president,'now
[46] 'now,wonder
[46] wonder,why'
[46] why',hesitant

Top Word Pairs in Tweet in G5:
[130] vaccine,passports
[118] downing,street
[118] passports,first
[118] first,line
[118] line,defence
[118] defence,against
[118] against,winter
[111] winter,wave
[110] breaking,downing
[110] street,vaccine

Top Word Pairs in Tweet in G6:
[52] kids,orphaned
[50] heartbreaking,kids
[50] orphaned,both
[50] both,mom
[50] mom,dad
[50] dad,age
[50] age,37
[50] 37,39
[50] 39,dies
[50] dies,#covid19

Top Word Pairs in Tweet in G7:
[25] against,#covid19
[24] vaccinated,against
[20] fact,vaccinated
[20] #covid19,re
[20] re,trying
[20] trying,pregnant
[20] pregnant,future
[20] future,evidence
[20] evidence,date
[19] covid,19

Top Word Pairs in Tweet in G8:
[59] lollllllll,breaking
[59] breaking,downing
[59] downing,street
[59] street,vaccine
[59] vaccine,passports
[59] passports,first
[59] first,line
[59] line,defence
[59] defence,against
[59] against,winter

Top Word Pairs in Tweet in G9:
[58] vladimir,putin
[58] tested,positive
[52] positive,coronavirus
[49] president,vladimir
[47] russian,president
[47] putin,quarantine
[47] quarantine,several
[47] several,people
[47] people,entourage
[47] entourage,tested

Top Word Pairs in Tweet in G10:
[38] covid,19
[34] #coronavirus,#covid19
[32] ப,ப
[30] தட,ப
[30] ப,ச
[30] ய,ல
[30] த,த
[28] #covid19,#coronavirus
[25] 2021,09
[25] 09,10

Top Replied-To
Top Replied-To in Entire Graph:
@im_coronavirus
@coronavirus_dz
@anapaulavolei
@djazairiaa2431
@_mustafa_raja
@twright1989
@jamesthelesser6
@xjuan98
@gopleader
@washingtonpost

Top Replied-To in G1:

Top Replied-To in G3:
@joncoopertweets
@davepataky
@beingrichard
@thehill
@zcohencnn
@cnn
@reuters
@hippygrl
@finnmcc47680801
@omw

Top Replied-To in G4:
@judithlewis
@ctvnews
@foxnews
@eric_4_jesus
@erictopol
@thetimes
@holbornlolz
@melissajpeltier
@ap

Top Replied-To in G5:
@politicsforali
@xjuan98

Top Replied-To in G6:
@popupblocker69
@preuxr
@awakenedlegal
@ag_nole8387
@vickyseal
@oliveblogs
@bepastafarian

Top Replied-To in G7:
@bigdadd68648519
@todayshow
@raywilton4

Top Replied-To in G8:
@alexkx3

Top Replied-To in G9:
@hocklaw
@washingtonpost
@jasonintrator

Top Mentioned
Top Mentioned in Entire Graph:
@bts_twt
@kpop_herald
@politicsforali
@aaannoyed
@drericding
@cnn
@ap
@flatbush711
@beith123
@libertad003

Top Mentioned in G1:
@noticiasde_
@laprovinciabsas
@70sbachchan
@ichinwe32
@itapiranews
@lingting12
@poyomiyu
@claudiasviatsk1
@inproportion2
@costanz00242134

Top Mentioned in G2:
@bts_twt
@kpop_herald
@galeriajjk_br
@kathybarmy
@btspressdata
@babangtan_613
@jk_mexico
@jk_peru

Top Mentioned in G3:
@cnn
@kylegriffin1
@usatoday
@nytimes
@cnnbrk
@tribelaw
@business
@reuters
@afpfr
@politicoeurope

Top Mentioned in G4:
@ap
@foxnews
@ap_europe
@ctvnews
@mansukhmandviya
@arabnews
@mohapuae
@thetimesscot
@economictimes
@erictopol

Top Mentioned in G5:
@politicsforali
@maajidnawaz
@unitynewsnet
@johnhundeslit
@jasonmbrodsky
@insanowskyy
@luciferhodlstar
@nsyates37
@bradavfc_
@mryeswecan

Top Mentioned in G6:
@drericding
@tmprowell
@joebiden
@scotgov
@nicolasturgeon
@scotparl
@cnnpolitics
@nickknudsenus
@jennycohn1
@cdcmmwr

Top Mentioned in G7:
@cdcgov
@martymakary
@todayshow
@sandrodemaio
@who
@atlhiphopday
@wsjp_insight
@quicktake
@cidrap
@miamiherald

Top Mentioned in G8:
@beith123
@kit_yates_maths
@shaunlintern
@doctor_oxford
@phe_uk
@phe_eoengland
@dhscgovuk
@gbnews
@asi
@thetimes

Top Mentioned in G9:
@washingtonpost
@anacabrera
@sectorsalud
@trongkhanhvu
@afp
@choo_ek
@josh_wingrove
@edwardgreenlee1
@lesleypittman
@noticiascaracol

Top Mentioned in G10:
@news7tamil
@gobasturias
@astursalud
@nhsengland
@moneycontrolcom
@npr
@rainews
@infoitinterno
@seatodaynews
@pttvonlinenews

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@ja8yum
@angelus_0923
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@mrdjones
@knewz_currently

Top Tweeters in G1:
@caraotadigital
@mrdjones
@knewz_currently
@sunoticiero
@berkleybearnews
@zyitegadgets
@pairsonnalitesa
@diplomix
@elpoliticonews
@mog7546

Top Tweeters in G2:
@unamenotvalid
@monotan7
@th0r_sh0t
@decalcomaniaw
@luvatiney
@yorda0901
@kimtatarj
@btsvrmyj
@sunshineworldjh
@maspringday

Top Tweeters in G3:
@jornalistavitor
@7b73f39b85e1415
@5fec93919a544d3
@thehill
@gr8musicvenues
@reuters
@business
@jmhamiltonblog
@new_narrative
@ikateufel

Top Tweeters in G4:
@falconhamada_90
@british_airways
@daily_express
@indiatoday
@500kflea
@morgfair
@viriyabot
@coronaupdatebot
@sueleugers
@irishtimes

Top Tweeters in G5:
@chris_1791
@mithisa_motho
@philipjtaylor1
@redsarah99
@ellen_coyle
@mryeswecan
@donnaarchibal12
@allanukscotland
@dizzidi67
@hhelenakhl

Top Tweeters in G6:
@sar_oso
@takinyera
@lanezane1
@enidlogan
@hlthiskrieger
@clarknat
@irlandia
@cunat_n
@euribem
@washerein17

Top Tweeters in G7:
@independent
@blanketcrap
@bbcnews
@myradsirois1
@batzorig2012
@cnbc
@odoylecharlotte
@raywilton4
@jamesvgingerich
@dameempress

Top Tweeters in G8:
@scott1984fp
@drumeshprabhu
@petuniasforever
@pennytindall
@yeswombat
@jazzysid
@labourblackrose
@patrickandrews
@beith123
@larochecs

Top Tweeters in G9:
@_redfrog
@noticiascaracol
@morvjn
@aquarius1049
@jodzio
@washingtonpost
@_sarah_smile
@jazzmanahn
@chicago2503
@avildsen

Top Tweeters in G10:
@infoitinterno
@viralvideovlogs
@corona_ssyt
@prensagrafica
@pttvonlinenews
@moneycontrolcom
@brlanray
@rainews
@npr
@news7tamil