COVID, Twitter, 11/30/2021 4:13:52 PM, 267263


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COVID_2021-11-30_01-52-01.xlsx
COVID_2021-11-30_01-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
COVID via NodeXL https://bit.ly/3o85R8F
@who
@sajidjavid
@detoff
@indiatoday
@shivaroor
@upscextra
@karenlovecheese
@susheel_ind
@ndtv
@bbcnews

Top hashtags:
#covid
#upscextraattempt
#covid19
#covid_19
#omicron
#coronavirus
#omicronvariant
#jeeadvancedforall2020

Description:
Description
The graph represents a network of 11,969 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 Tuesday, 30 November 2021 at 10:12 UTC.

The requested start date was Tuesday, 30 November 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 3-day, 0-hour, 1-minute period from Friday, 26 November 2021 at 12:18 UTC to Monday, 29 November 2021 at 12:19 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 : 11969
Unique Edges : 7136
Edges With Duplicates : 12616
Total Edges : 19752
Number of Edge Types : 5
Retweet : 5279
MentionsInRetweet : 6405
Tweet : 3681
Replies to : 1086
Mentions : 3301
Self-Loops : 3716
Reciprocated Vertex Pair Ratio : 0.00433526011560694
Reciprocated Edge Ratio : 0.00863309352517986
Connected Components : 3781
Single-Vertex Connected Components : 1005
Maximum Vertices in a Connected Component : 1430
Maximum Edges in a Connected Component : 4193
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 11.97538
Graph Density : 6.79255858382819E-05
Modularity : 0.566676
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,969 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 Tuesday, 30 November 2021 at 10:12 UTC.

The requested start date was Tuesday, 30 November 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 3-day, 0-hour, 1-minute period from Friday, 26 November 2021 at 12:18 UTC to Monday, 29 November 2021 at 12:19 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:
[10] https://www.reuters.com/markets/commodities/omicron-threatens-oil-demand-recovery-already-hit-by-europes-rising-covid-cases-2021-11-29/?taid=61a4c44da5e4bc0001bdbee0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[9] https://news.sky.com/story/covid-news-live-boris-johnson-orders-return-of-face-masks-and-self-isolation-for-some-as-australia-detects-first-cases-of-omicron-variant-12469075
[9] https://brownstone.org/articles/a-president-betrayed-by-bureaucrats-scott-atlass-masterpiece-on-the-covid-disaster/
[9] https://www.lifesitenews.com/news/47-studies-confirm-inefectiveness-of-masks-for-covid-and-32-more-confirm-their-negative-health-effects/
[8] https://www.theguardian.com/world/2021/nov/27/boris-johnson-ignored-my-plan-to-tackle-deadly-covid-variants-senior-official
[8] https://www.theguardian.com/world/2021/nov/17/wearing-masks-single-most-effective-way-to-tackle-covid-study-finds
[7] https://justthenews.com/politics-policy/health/florida-covid-rates-lowest-capita-nationally
[7] https://news.google.com/__i/rss/rd/articles/CBMiVGh0dHBzOi8vd3d3Lndhc2hpbmd0b25wb3N0LmNvbS9uYXRpb24vMjAyMS8xMS8yOS9jb3ZpZC1vbWljcm9uLXZhcmlhbnQtbGl2ZS11cGRhdGVzL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[7] https://covidnow.moh.gov.my/
[6] https://www.reuters.com/world/uk/uk-expects-receive-covid-booster-advice-imminently-says-health-minister-2021-11-28/?taid=61a372cf838dea0001e1c5c6&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[6] https://news.google.com/__i/rss/rd/articles/CBMiVGh0dHBzOi8vd3d3Lndhc2hpbmd0b25wb3N0LmNvbS9uYXRpb24vMjAyMS8xMS8yOS9jb3ZpZC1vbWljcm9uLXZhcmlhbnQtbGl2ZS11cGRhdGVzL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[3] https://3eravoz.com/internacionales/ee-uu-casos-de-covid-19-en-ninos-aumentaron-un-32-en-dos-semanas/
[3] https://www.businessinsider.com/elon-musk-jeff-bezos-warren-buffett-covid-variant-africa-finance-2021-11?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.cityam.com/coronavirus-blessing-in-the-sky-omicron-may-be-very-positive-news-for-the-world-if-new-covid-mutation-kills-off-more-lethal-delta-variant/
[3] https://blog.goo.ne.jp/xvcov1/e/4719f5a9ac3d02075cc830c7d403541d
[3] https://www.theguardian.com/world/2021/nov/29/omicron-covid-variant-poses-very-high-global-risk-says-who
[3] https://www.emich.edu/library/news/covid.php
[2] https://marginalrevolution.com/marginalrevolution/2021/11/the-covid-pandemic-is-not-taking-the-very-best-of-turns.html
[2] https://gobgh.co.uk/2021/11/26/nigeria-expands-covid-19-vaccination-drive-to-rural-areas/
[2] https://gobgh.co.uk/2021/11/26/morocco-halts-flights-with-france-over-covid-19-spread/

Top URLs in Tweet in G2:
[1] https://twitter.com/ROTISHKUMAR6/status/1465289909799841795
[1] https://twitter.com/_Phenomenal_boy/status/1465290004675006472
[1] https://twitter.com/NisharA48631438/status/1465290141392457732
[1] https://twitter.com/AnjaliS35393141/status/1465289970319433731
[1] https://twitter.com/Pallavi270927/status/1465289888970932228
[1] https://twitter.com/LahoriVenkatesh/status/1465289763166961669
[1] https://twitter.com/maheshu49509027/status/1465289814819831808
[1] https://twitter.com/IITianpragyan/status/1465289742195384325
[1] https://twitter.com/Soleha88/status/1464849201884385287
[1] https://twitter.com/Manisha_suhasd/status/1464855141308190721

Top URLs in Tweet in G3:
[10] https://www.reuters.com/markets/commodities/omicron-threatens-oil-demand-recovery-already-hit-by-europes-rising-covid-cases-2021-11-29/?taid=61a4c44da5e4bc0001bdbee0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/world/uk/uk-expects-receive-covid-booster-advice-imminently-says-health-minister-2021-11-28/?taid=61a372cf838dea0001e1c5c6&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://trib.al/uzS1gwG
[4] https://www.reuters.com/world/asia-pacific/covid-19-japan-tightens-border-controls-arrivals-six-countries-2021-11-26/?taid=61a0cd6d9a8dbd0001047580&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.euronews.com/2021/11/28/swiss-vote-on-covid-19-pass-in-bid-to-tackle-rise-in-infections?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1638100557
[3] https://trib.al/j414Vq1
[3] https://trib.al/l73qyme
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/what-we-know-about-covid-19-variant-detected-south-africa-2021-11-26/?taid=61a12686a5e4bc0001bd64a3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/world/asia-pacific/philippines-buy-extra-20-mln-doses-pfizers-covid-19-vaccine-2021-11-28/?taid=61a37076a5e4bc0001bd9e06&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/asia-pacific/maldives-bans-travellers-7-african-nations-due-omicron-covid-variant-2021-11-28/?taid=61a35db8838dea0001e1c3ec&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G4:
[4] https://brownstone.org/articles/a-president-betrayed-by-bureaucrats-scott-atlass-masterpiece-on-the-covid-disaster/
[3] https://www.spiked-online.com/2021/11/29/we-must-reject-this-covid-safetyism/
[1] https://www.lifesitenews.com/news/texas-doctor-suspended-prohibited-from-prescribing-ivermectin-to-covid-patient/
[1] https://www.cnbc.com/2021/11/25/who-calls-special-meeting-to-discuss-new-covid-variant-from-south-africa-with-large-number-of-mutations.html
[1] https://www.realclearpolitics.com/video/2021/11/22/rfk_jr_fauci_and_bill_gates_should_be_criminally_prosecuted_for_gross_negligence_and_profiting_off_covid.html
[1] https://covidlonghaulers.com/
[1] https://www.lifesitenews.com/opinion/covid-19-vaccines-may-potentially-kill-our-children/
[1] https://www.telegraph.co.uk/global-health/science-and-disease/covid-new-south-african-variant-strain-lockdown-restrictions/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1637929097
[1] https://www.telegraph.co.uk/news/2021/11/25/eu-set-propose-nine-month-expiry-date-covid-vaccine-passports/
[1] https://www.telegraph.co.uk/news/2021/11/27/spidex-drug-cocktail-could-defeat-new-covid-variant/

Top URLs in Tweet in G5:
[7] https://justthenews.com/politics-policy/health/florida-covid-rates-lowest-capita-nationally
[6] https://fullfact.org/health/mask-wearing-study-edinburgh-guardian/
[4] https://patriotfetch.com/2021/11/breaking-fauci-says-were-not-going-to-eradicate-covid-despite-biden-saying-he-would/?utm_source=Papa
[4] https://www.independent.co.uk/news/covid-variant-south-africa-latest-b1964586.html
[2] https://www.thetimes.co.uk/article/i-suppress-a-howl-of-disbelief-she-would-rather-die-than-get-a-covid-vaccine-n2l8r2wcj
[2] https://www.theguardian.com/world/2021/nov/27/boris-johnson-ignored-my-plan-to-tackle-deadly-covid-variants-senior-official?CMP=Share_AndroidApp_Other
[2] https://www.dailymail.co.uk/news/article-10250941/Father-eight-41-fights-life-Covid-coma-waiting-second-jab.html
[2] https://www.indy100.com/news/trump-covid-vaccines-variant-stephen-miller-b1965345?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1638098309-1
[2] https://apnews.com/article/coronavirus-pandemic-science-health-pandemics-united-nations-fcf28a83c9352a67e50aa2172eb01a2f
[1] https://justthenews.com/politics-policy/coronavirus/covid-survivors-natural-immunity-low-risk-reinfection-severe-symptoms

Top URLs in Tweet in G6:
[2] https://www.rnz.co.nz/news/national/456598/expert-says-chronic-fatigue-syndrome-sufferers-should-be-exempt-from-covid-19-vaccination?fbclid=IwAR19frQtYWmMvXr5xVPKu70paFqoTHBOcHLQCMzIQvUx-5cs6yAu2d4ajQw
[1] https://apple.news/AMiEuvQiJTQ2BwuGghyaC-Q
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2109730?cookieSet=1
[1] https://www.theguardian.com/world/2021/nov/27/boris-johnson-ignored-my-plan-to-tackle-deadly-covid-variants-senior-official?utm_source=dlvr.it&utm_medium=twitter
[1] https://doctors4covidethics.org/doctors-for-covid-ethics-signatories/

Top URLs in Tweet in G7:
[3] https://trib.al/8iuTNvx
[3] https://www.itv.com/news/2021-11-26/german-air-force-to-transfer-covid-patients-as-hospitals-run-out-of-icu-beds
[2] https://www.gov.uk/government/news/pregnant-women-urged-to-get-covid-19-vaccine-following-new-uk-safety-data
[2] https://trib.al/8MzYc9Q
[2] https://trib.al/vOTqJDN
[2] https://trib.al/6U1awt9
[2] https://www.wsws.org/en/articles/2021/11/22/pers-n22.html
[1] https://www.gov.uk/government/news/government-takes-decisive-action-against-new-covid-19-variant
[1] https://www.walesonline.co.uk/news/health/doctor-long-covid-found-multiple-22277494
[1] https://twitter.com/lbc/status/1464626010998165514

Top URLs in Tweet in G8:
[4] https://trib.al/9vFVoXd
[3] https://news.sky.com/story/covid-news-live-boris-johnson-orders-return-of-face-masks-and-self-isolation-for-some-as-australia-detects-first-cases-of-omicron-variant-12469075
[2] https://news.sky.com/story/covid-19-ministers-want-to-keep-new-restrictions-within-the-window-of-what-tory-mps-can-accept-12482199
[2] https://trib.al/tDnrFJF
[2] https://news.sky.com/story/couple-with-covid-19-arrested-on-plane-after-fleeing-dutch-quarantine-hotel-12482047
[2] https://trib.al/AYaJrYb
[2] https://trib.al/N9QF5Jp
[2] https://www.usatoday.com/story/news/factcheck/2020/06/11/fact-check-n-95-filters-not-too-large-stop-covid-19-particles/5343537002/
[2] https://www.theguardian.com/commentisfree/2021/nov/26/new-variant-covid-b11529-testing-masks-vaccines
[2] https://www.tgcom24.mediaset.it/mondo/variante-sudafricana-pfizer-allo-studio-risultati-in-due-settimane_42200799-202102k.shtml

Top URLs in Tweet in G10:
[2] https://edition.cnn.com/2021/11/24/health/covid-19-reinfection-is-rare-severe-disease-rarer/index.html?utm_content=buffer09bd3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/drmikehart/status/1464706377763495946
[1] https://gript.ie/new-bill-would-let-state-detain-suspected-potential-covid-spreaders/
[1] https://www.bbc.co.uk/news/uk-northern-ireland-59451904
[1] https://www.lifesitenews.com/news/47-studies-confirm-inefectiveness-of-masks-for-covid-and-32-more-confirm-their-negative-health-effects/
[1] https://www.dailymail.co.uk/tvshowbiz/article-10138351/amp/The-Bachelors-Monique-Morley-claims-HEART-ATTACK-Pfizer-Covid-vaccine.html

Top Domains
Top Domains in Tweet in Entire Graph:
[351] twitter.com
[130] co.uk
[80] theguardian.com
[65] trib.al
[49] reuters.com
[43] bit.ly
[35] com.br
[27] youtube.com
[26] sky.com
[24] cnbc.com

Top Domains in Tweet in G1:
[104] twitter.com
[31] co.uk
[21] com.br
[11] theguardian.com
[7] google.com
[6] bbc.com
[6] cnn.com
[6] washingtonpost.com
[6] ultimatepocket.com
[5] ne.jp

Top Domains in Tweet in G2:
[16] twitter.com
[1] youtube.com
[1] msn.com

Top Domains in Tweet in G3:
[34] reuters.com
[13] trib.al
[13] ndtv.com
[8] bloomberg.com
[5] euronews.com
[3] abcn.ws
[3] cnbc.com
[3] cnn.it
[2] wapo.st
[2] nyti.ms

Top Domains in Tweet in G4:
[7] co.uk
[4] brownstone.org
[3] spiked-online.com
[2] lifesitenews.com
[2] twitter.com
[1] cnbc.com
[1] realclearpolitics.com
[1] covidlonghaulers.com
[1] substack.com
[1] youtube.com

Top Domains in Tweet in G5:
[12] co.uk
[8] justthenews.com
[7] fullfact.org
[4] patriotfetch.com
[4] theguardian.com
[2] summit.news
[2] twitter.com
[2] gov.uk
[2] indy100.com
[2] apnews.com

Top Domains in Tweet in G6:
[2] co.nz
[1] apple.news
[1] nejm.org
[1] theguardian.com
[1] doctors4covidethics.org

Top Domains in Tweet in G7:
[9] trib.al
[5] co.uk
[3] gov.uk
[3] itv.com
[2] twitter.com
[2] wsws.org
[2] theguardian.com
[1] alarabiya.net

Top Domains in Tweet in G8:
[10] trib.al
[8] sky.com
[3] theguardian.com
[2] bbc.in
[2] co.uk
[2] usatoday.com
[2] mediaset.it
[1] twitter.com

Top Domains in Tweet in G10:
[2] co.uk
[2] cnn.com
[1] twitter.com
[1] gript.ie
[1] lifesitenews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[332] covid
[204] upscextraattempt
[203] covid19
[162] covid_19
[155] omicron
[59] coronavirus
[58] omicronvariant
[40] jeeadvancedforall2020
[31] covidvariant
[30] novaccinepassports



Top Hashtags in Tweet in G1:
[59] covid
[32] covid19
[32] omicron
[27] covid_19
[18] كورونا
[12] omicronvariant
[11] coronavirus
[11] وزارة_الصحة
[9] covidvariant
[6] news

Top Hashtags in Tweet in G2:
[204] upscextraattempt
[37] jeeadvancedforall2020
[5] jeeadvancedoncemore
[4] maketerm1hybrid
[4] upsc
[4] upscextraattemptcivil
[3] mannkibaat
[3] omicronvariant
[3] covidvariant
[2] iit

Top Hashtags in Tweet in G3:
[7] covid
[4] nvax
[4] novavax
[3] covid_19
[3] karnataka
[3] yellowstone
[2] coronavirus
[2] omicron
[2] molnupiravir
[2] trump

Top Hashtags in Tweet in G4:
[2] covid19
[1] bangladesh
[1] coronavirusupdates

Top Hashtags in Tweet in G5:
[4] nuvariant
[2] novaccinepassports
[2] novaccinemandates
[1] covidiots
[1] covax

Top Hashtags in Tweet in G7:
[9] trevorphillips
[6] longcovid
[4] covid19
[2] pierscorbyn
[1] sackjavid
[1] gaslighting
[1] coronavirus
[1] johnson

Top Hashtags in Tweet in G8:
[6] covid
[2] marr
[2] kayburley
[1] pregliasco

Top Hashtags in Tweet in G10:
[26] novaccinepassports
[2] covid_19
[2] lockdown
[2] who
[2] fakenews
[2] omnicron
[1] covid19
[1] ireland
[1] quebec
[1] naturalimmunity

Top Words
Top Words in Tweet in Entire Graph:
[8173] covid
[2104] 19
[1151] variant
[783] omicron
[545] people
[483] vaccine
[420] more
[371] variante
[342] south
[332] #covid

Top Words in Tweet in G1:
[907] covid
[290] 19
[182] variant
[119] omicron
[59] #covid
[45] variante
[44] حالة
[41] africa
[41] cases
[40] 2021

Top Words in Tweet in G2:
[307] covid
[204] #upscextraattempt
[203] relief
[198] civil
[194] services
[154] pmoindia
[134] narendramodi
[123] amitshah
[88] myogiadityanath
[82] gssjodhpur

Top Words in Tweet in G3:
[144] covid
[79] 19
[70] variant
[62] omicron
[33] reuters
[21] cases
[21] health
[20] fauci
[19] south
[17] africa

Top Words in Tweet in G4:
[76] covid
[25] variant
[24] gbnews
[19] dr
[18] going
[15] reveals
[15] measures
[14] publish
[14] findings
[14] concerned

Top Words in Tweet in G5:
[80] covid
[18] vaccines
[18] unvaccinated
[18] vaccine
[15] very
[13] doctor_oxford
[12] georgepapa19
[12] year
[12] patients
[12] drhoenderkamp

Top Words in Tweet in G6:
[18] covid
[8] others
[8] 19
[8] annadebuisseret
[7] nhsuk
[7] re
[7] well
[6] inside
[6] open
[6] windows

Top Words in Tweet in G7:
[61] covid
[26] sajidjavid
[23] very
[19] know
[18] 19
[18] live
[17] variant
[14] ends
[12] uk
[12] pandemic

Top Words in Tweet in G8:
[42] covid
[18] variant
[11] south
[10] bbcworld
[9] omicron
[8] africa
[7] restrictions
[7] skynews
[7] people
[6] pippacrerar

Top Words in Tweet in G9:
[91] ได
[90] ท
[90] ช
[90] ว
[90] อ
[90] ณ
[79] ภาพท
[79] เราปล
[79] อยวางไม
[79] เลยค

Top Words in Tweet in G10:
[84] covid
[42] jamesmelville
[34] vaccine
[28] passports
[28] today
[26] switzerland
[26] holds
[26] referendum
[26] certificates
[26] #novaccinepassports

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2057] covid,19
[407] covid,variant
[224] south,africa
[205] covid,relief
[198] omicron,variant
[193] services,covid
[190] civil,services
[170] nueva,variante
[155] 19,variant
[152] relief,#upscextraattempt

Top Word Pairs in Tweet in G1:
[282] covid,19
[62] covid,variant
[39] omicron,variant
[25] south,africa
[22] 19,variant
[17] variante,covid
[17] omicron,covid
[15] contra,covid
[14] variant,covid
[12] over,covid

Top Word Pairs in Tweet in G2:
[199] covid,relief
[193] services,covid
[190] civil,services
[152] relief,#upscextraattempt
[113] pmoindia,narendramodi
[104] narendramodi,amitshah
[103] #upscextraattempt,pmoindia
[79] amitshah,gssjodhpur
[70] gssjodhpur,myogiadityanath
[63] myogiadityanath,drdineshbjp

Top Word Pairs in Tweet in G3:
[79] covid,19
[31] omicron,variant
[15] south,africa
[14] 19,vaccine
[13] covid,variant
[13] omicron,covid
[12] covid,cases
[12] reuters,omicron
[12] 19,variant
[11] anthony,fauci

Top Word Pairs in Tweet in G4:
[14] going,publish
[14] publish,findings
[14] findings,concerned
[14] concerned,losing
[14] losing,research
[14] research,money'
[14] money',dr
[14] dr,aseem
[14] aseem,malhotra
[14] malhotra,reveals

Top Word Pairs in Tweet in G5:
[12] covid,patients
[10] very,odd
[10] odd,covid
[10] covid,barely
[10] barely,mutated
[10] mutated,year
[10] year,once
[10] once,vaccines
[10] vaccines,rolled
[10] rolled,suddenly

Top Word Pairs in Tweet in G6:
[8] covid,19
[6] re,inside
[6] inside,others
[6] others,open
[6] open,windows
[6] windows,regularly
[6] regularly,stop
[6] stop,covid
[6] 19,hanging
[6] hanging,around

Top Word Pairs in Tweet in G7:
[16] covid,19
[10] learn,live
[9] watching,#trevorphillips
[9] #trevorphillips,absolutely
[9] absolutely,disgusted
[9] disgusted,hear
[9] hear,sajidjavid
[9] sajidjavid,state
[9] state,learn
[8] karenlovecheese,watching

Top Word Pairs in Tweet in G8:
[12] covid,variant
[8] south,africa
[6] ex,head
[6] head,govt's
[6] govt's,vaccines
[6] vaccines,taskforce
[6] taskforce,clive
[6] clive,dix
[6] dix,wrote
[6] wrote,specific

Top Word Pairs in Tweet in G9:
[79] ภาพท,เราปล
[79] เราปล,อยวางไม
[79] อยวางไม,ได
[79] ได,เลยค
[79] เลยค,อภาพท
[79] อภาพท,ช
[79] ช,อ
[79] อ,ค
[79] ค,ณยายบ
[79] ณยายบ,ว

Top Word Pairs in Tweet in G10:
[28] vaccine,passports
[26] switzerland,holds
[26] holds,referendum
[26] referendum,vaccine
[26] passports,covid
[26] covid,certificates
[26] certificates,today
[26] today,#novaccinepassports
[25] jamesmelville,switzerland
[10] zealand,jacinda

Top Replied-To
Top Replied-To in Entire Graph:
@manavlive
@upscextra
@yogitabhayana
@nicolasturgeon
@cnews
@randpaul
@le_parisien
@lbc
@eduardoleite_
@shubhankitsriv4

Top Replied-To in G2:
@manavlive
@upscextra
@yogitabhayana
@shubhankitsriv4
@poonamshivali
@pmoindia
@sukanya01234
@i_m_dj4
@marxist_ideo
@cbseindia29

Top Replied-To in G3:
@reuters
@abc
@redpharoh
@nytimes
@sugiura_ken2
@corinne4hillary

Top Replied-To in G4:
@politicsforali
@lozzafox
@draseemmalhotra
@joelmilller22
@luciashilton
@gaudd
@ragtoo
@kmo861
@misspurple3333
@captn_hurricane

Top Replied-To in G5:
@toadmeister
@jamesfwells
@ukstatsauth
@doctor_oxford
@24vgaz
@bammo44
@prisonplanet

Top Replied-To in G6:
@annadebuisseret
@_inthistogether
@narvuntien
@saltaovladimir
@deviatedefiant
@peston
@chrissamsdad
@irenegarth1946

Top Replied-To in G7:
@sajidjavid
@inge_v
@foggbrain
@wagontrain2
@karenlovecheese
@npjackson123
@grizzlyjenks
@k1482
@reformparty_uk

Top Replied-To in G8:
@channel4news
@pippacrerar
@laotzu5
@bbcpolitics
@tigershuffle
@paulembery

Top Replied-To in G10:
@pontdugardnimes
@jamesmelville
@jeremybenthem1
@tanyarensen
@redscouseleft
@yatezy84
@jamesdrossiter
@bobtoth9

Top Mentioned
Top Mentioned in Entire Graph:
@pmoindia
@narendramodi
@amitshah
@myogiadityanath
@gssjodhpur
@doptgoi
@rabaai
@jpnadda
@drdineshbjp
@abvpvoice

Top Mentioned in G1:
@twitpollnl
@martin__newbold
@thalayangamnews
@patricecali
@jomanzan0
@star_foreign
@feedynewsbr
@2stabile
@florencia_pink

Top Mentioned in G2:
@pmoindia
@narendramodi
@amitshah
@myogiadityanath
@gssjodhpur
@doptgoi
@jpnadda
@drdineshbjp
@abvpvoice
@bjp4up

Top Mentioned in G3:
@reuters
@cnn
@washingtonpost
@abc
@business
@nytimes
@ndtv
@reuters_health
@reddit
@robinhoodapp

Top Mentioned in G4:
@gbnews
@rwmalonemd
@politicsforali
@draseemmalhotra
@lozzafox
@telegraph
@benrileysmith
@thecoastguy
@twittersafety
@tom_slater_

Top Mentioned in G5:
@georgepapa19
@doctor_oxford
@drhoenderkamp
@toadmeister
@jsolomonreports
@thetimes
@prisonplanet
@independent
@jamesfwells
@nhsenglandnmd

Top Mentioned in G6:
@nhsuk
@borisjohnson
@annadebuisseret
@the_ouroboros__
@peston
@takethatct
@rando_shelly
@larcombepeter
@jeff_mc2
@fly_girl7

Top Mentioned in G7:
@sajidjavid
@karenlovecheese
@doctor_imf
@bbcnews
@ukhsa
@challam19
@loriagne2
@jodyhol13179563
@ticerichard
@walesonline

Top Mentioned in G8:
@bbcworld
@skynews
@pippacrerar
@kit_yates_maths
@bbcpolitics
@cathynewman
@pash22
@channel4news
@maryboustedneu
@neunion

Top Mentioned in G9:
@rabaai
@igimme

Top Mentioned in G10:
@jamesmelville
@berniespofforth
@essexpr
@lux_schwab
@stevedeaceshow
@robinburbank
@dvbfan
@corlett1_tim
@izabellamba
@partyofaction

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@infoitinterno
@tomthunkitsmind
@cryptotraderpro
@berkleybearnews
@robinsnewswire
@okezonenews
@zyitegadgets

Top Tweeters in G1:
@caraotadigital
@infoitinterno
@cryptotraderpro
@berkleybearnews
@robinsnewswire
@zyitegadgets
@liputan6dotcom
@raymond_norman
@elpoliticonews
@billm9

Top Tweeters in G2:
@aajtak
@abpnews
@pib_india
@itsridhs
@ddnewslive
@blacksheep_119
@jannat_firdouse
@remember8_13jun
@nona95903460
@nar

Top Tweeters in G3:
@gambiste1
@world_news_eng
@moonbootica
@ndtv
@govkhan
@eldiario
@infobae
@reuters
@business
@ahaber

Top Tweeters in G4:
@coronaupdatebot
@telegraph
@livesquawk
@mckinleyfr
@andymeanie
@tea4gunssc
@kunimatsu0
@dailystarnews
@carilymyers
@pasionpais

Top Tweeters in G5:
@independent
@real_dr_roy
@dailymailuk
@rolynhome
@thetimes
@juanluisguerra6
@tinymattresses
@ctvtoronto
@marianatrobosky
@kyaegunn

Top Tweeters in G6:
@curiocat13
@sarahrosemary3
@robmeekel
@oscarswild1
@beto_in_austin
@the_ouroboros__
@takethatct
@ninnyd101
@chimera414
@dawntj90

Top Tweeters in G7:
@monty_chadha
@navroopsingh_
@catherinemginn
@bbcnews
@k1482
@itvnews
@walesonline
@isnttony105
@exiledbitch
@darrylwolk

Top Tweeters in G8:
@escafint
@skynews
@bbcworld
@pash22
@ainarsbr11
@mediasettgcom24
@radio1rai
@bbc5live
@viewvalley
@burnetbasher

Top Tweeters in G9:
@milknom505
@ilyssmbabe
@yoongibam9793
@baby22580
@filmtxjkv
@aoey13
@hanoysunee
@bumblebee_nuna
@optimushtm718
@unsweeet

Top Tweeters in G10:
@essexpr
@1961mado
@kimkmcdaniel1
@stevedeaceshow
@63buster
@alexi_starr
@tomj8899
@berniespofforth
@gzibordi
@marksharon_dp