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COVID_2022-01-16_00-44-17.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2022
Short Description:
COVID via NodeXL https://bit.ly/3qxYGYJ
@essexpr
@sirgrahambrady
@pmoindia
@cdcgov
@sajidjavid
@maajidnawaz
@allisonpearson
@alicesummerton
@chrispduck
@jamesmelville

Top hashtags:
#covid
#covid19
#bteuponlineexam2022
#covid_19
#askktr
#postponetsbdsexams

Description:
Description
The graph represents a network of 12,350 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 Sunday, 16 January 2022 at 09:01 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 0-minute period from Thursday, 13 January 2022 at 12:18 UTC to Saturday, 15 January 2022 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 : 12350
Unique Edges : 7225
Edges With Duplicates : 11661
Total Edges : 18886
Number of Edge Types : 5
Tweet : 3696
Retweet : 5361
MentionsInRetweet : 6213
Mentions : 2526
Replies to : 1090
Self-Loops : 3731
Reciprocated Vertex Pair Ratio : 0.00357180376089925
Reciprocated Edge Ratio : 0.00711818276981053
Connected Components : 3905
Single-Vertex Connected Components : 1009
Maximum Vertices in a Connected Component : 407
Maximum Edges in a Connected Component : 1029
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.200974
Graph Density : 6.26384538996257E-05
Modularity : 0.588862
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,350 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 Sunday, 16 January 2022 at 09:01 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 0-minute period from Thursday, 13 January 2022 at 12:18 UTC to Saturday, 15 January 2022 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:
[25] https://www.heraldscotland.com/news/19843315.covid-scotland-case-rates-lowest-unvaccinated-double-jabbed-elderly-drive-rise-hospital-admissions/
[15] https://www.dailymail.co.uk/news/article-10400971/Sajid-Javid-scrap-Covid-passes-fortnight.html
[11] https://www.abc.es/sociedad/abci-inmunologos-contra-tercera-dosis-no-tiene-sentido-revacunar-covid-personas-jovenes-y-sanas-202201140022_noticia.html
[10] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[10] https://www.standard.co.uk/news/crime/prince-philip-downing-street-hackney-party-lockdown-covid-rules-b976690.html
[9] https://www.traveloffpath.com/mexico-removes-all-covid-19-entry-requirements-including-health-form/
[9] https://www.midilibre.fr/2022/01/14/covid-un-adolescent-hospitalise-a-montpellier-pour-une-myocardite-apres-sa-dose-de-rappel-du-vaccin-10044712.php
[9] https://www.heraldscotland.com/news/19843315.covid-scotland-case-rates-lowest-unvaccinated-double-jabbed-elderly-drive-rise-hospital-admissions/?ref=twtrec
[8] https://apnews.com/article/supreme-court-vaccine-mandate-eb5899ae1fe5b62b6f4d51f54a3cd375
[8] https://news.sky.com/story/coronavirus-uk-latest-news-covid-omicron-live-12507015

Top URLs in Tweet in G1:
[4] https://www.instagram.com/accounts/login/
[3] https://www.businessinsider.com/cruise-ship-covid-19-quarantine-comedian-jen-murphy-panic-anxiety-2022-1?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.heraldscotland.com/news/19843315.covid-scotland-case-rates-lowest-unvaccinated-double-jabbed-elderly-drive-rise-hospital-admissions/
[3] https://besthinditech.com/3-center-for-covid-control-testing-sites-shut-down-due-to-lack-of-clinical-lab-licenses/
[2] https://www.news-daily.com/news/clayton-county-to-distribute-covid-19-tests-to-senior-center-members-thursday-morning/article_a5d991a0-7405-11ec-a59b-03e43b3f17be.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[2] https://www.zerohedge.com/covid-19/tianjin-tightens-covid-zero-restrictions-volkswagen-plants-close?utm_source=dlvr.it&utm_medium=twitter
[2] https://time.com/6138293/omicron-symptoms-covid-19/
[2] https://nilljunior.com.br/promotor-provoca-prefeitos-a-adotarem-medidas-em-bloco-contra-a-covid-19-na-regiao/
[2] https://www.newsbreak.com/news/2485522858876/supreme-court-halts-covid-19-vaccine-rule-for-us-businesses?noAds=1&_f=app_share&s=i2
[2] https://twitter.com/i/events/1478514840897347584

Top URLs in Tweet in G2:
[2] http://toi.in/micron/redirect.html?str=9-brra/a24gk
[1] https://www.jagran.com/punjab/jalandhar-city-punjab-chunav-2022-amritsar-covid-relief-cheque-bounce-people-furious-22380364.html
[1] https://twitter.com/SriAarjav02/status/1482309860339302403
[1] https://bit.ly/33jCzwc
[1] https://twitter.com/Astechnic1/status/1482240157327949824
[1] https://www.firstpost.com/sports/beijing-winter-olympics-2022-sweden-wont-send-any-government-representatives-to-games-due-to-covid-19-10276771.html
[1] https://economictimes.indiatimes.com/news/india/jammu-and-kashmir-vaccination-for-15-18-age-group-continues-in-doda-despite-heavy-snowfall/videoshow/88799661.cms
[1] https://www.dailyexcelsior.com/8-omicron-cases-detected-in-jammu-and-kashmir/
[1] https://twitter.com/imgaurav_gupta/status/1481545603125755904

Top URLs in Tweet in G3:
[1] https://www.nytimes.com/interactive/2021/12/28/us/covid-deaths.html
[1] https://brownstone.org/articles/more-than-400-studies-on-the-failure-of-compulsory-covid-interventions/
[1] https://www.cdc.gov/vaccines/acip/meetings/downloads/slides-2022-01-05/02-COVID-Su-508.pdf

Top URLs in Tweet in G4:
[6] https://www.narendramodi.in/prime-minister-narendra-modi-s-closing-remarks-at-interaction-with-chief-ministers-on-covid-19-situation-13th-january
[4] https://www.narendramodi.in/text-of-pm-s-closing-remarks-at-interaction-with-chief-ministers-on-covid-19-situation
[2] https://timesofindia.indiatimes.com/india/stay-alert-dont-panic-pm-exhorts-proactive-pre-emptive-collective-approach-to-battle-covid-key-points/articleshow/88880016.cms
[2] https://timesofindia.indiatimes.com/india/42-of-eligible-teens-have-got-covid-19-shots-in-first-11-days/articleshow/88887030.cms
[2] https://www.livemint.com/news/india/g20-summit-pm-modi-highlights-india-s-contribution-to-fight-against-covid-11635608259054.html
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1789725
[1] https://twitter.com/lopezobrador_/status/1480692416579620869
[1] https://twitter.com/media_sai/status/1481839084117315586
[1] https://www.countryandpolitics.in/2022/01/15/we-can-defeat-covid-19-only-through-vaccine-health-and-medical-education-minister-dr-k-sudhakar/
[1] https://www.thehindu.com/news/national/pm-modi-interacts-with-chief-ministers-over-covid-19-situation/article38266629.ece

Top URLs in Tweet in G5:
[4] https://www.dailymail.co.uk/news/article-10400971/Sajid-Javid-scrap-Covid-passes-fortnight.html
[2] https://www.dailymail.co.uk/news/article-10405525/Lord-Frost-says-PMs-instincts-freedom-Covid-strong-advisers-let-down.html?ito=social-twitter_mailonline
[2] https://www.dailymail.co.uk/sciencetech/article-10380181/COVID-vaccines-prolong-menstrual-cycles-19-hours-study-reveals.html?ito=social-twitter_mailonline
[2] https://www.covidtests.gov/
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/children-facts.html
[2] https://trib.al/D2MUbqW
[2] https://www.who.int/news/item/14-01-2022-who-recommends-two-new-drugs-to-treat-covid-19
[2] https://www.theguardian.com/commentisfree/2021/may/31/rich-countries-vaccines-covid-19-manageable-health-issue-pandemic
[2] https://www.dailymail.co.uk/news/article-10396877/Utah-Minnesota-face-legal-threats-using-race-determine-COVID-treatment-eligibility.html
[2] https://trib.al/gd4MlhA

Top URLs in Tweet in G6:
[2] https://rumble.com/vsebo1-reiner-fuellmich-le-debut-du-proces-est-imminent-.html
[1] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-le-cannabis-une-nouvelle-arme-pour-lutter-contre-le-coronavirus-7591323
[1] https://www.lemonde.fr/societe/article/2022/01/11/covid-19-on-ne-fait-pas-greve-contre-un-virus-repond-jean-michel-blanquer-aux-enseignants_6109021_3224.html
[1] https://association-victimes-coronavirus-france.org/vaccins/voici-ce-quil-se-passe-quand-un-vaccin-arn-therapie-genique-contre-le-covid-19-est-injecte-dans-un-corps-humain/
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-un-cinquieme-vaccin-celui-de-novavax-autorise-en-france_4916827.html#xtor=EPR-51-[covid-19-un-cinquieme-vaccin-celui-de-novavax-autorise-en-france_4916827]-20220114-[bouton
[1] https://www.midilibre.fr/2022/01/14/covid-un-adolescent-hospitalise-a-montpellier-pour-une-myocardite-apres-sa-dose-de-rappel-du-vaccin-10044712.php
[1] https://www.ladepeche.fr/2022/01/14/covid-19-les-hommes-contamines-ont-plus-de-chances-davoir-des-problemes-derection-et-de-retrecissement-du-penis-10045762.php
[1] https://twitter.com/gulftrotter1/status/1481950719389442051
[1] https://www.francesoir.fr/politique-monde/espagne-vie-normale-covid-grippe
[1] https://brownstone.org/articles/79-research-studies-affirm-naturally-acquired-immunity-to-covid-19-documented-linked-and-quoted/?s=09

Top URLs in Tweet in G7:
[2] https://www.telegraph.co.uk/politics/2022/01/13/lord-frost-covid-lockdowns-serious-mistake-government-needs/
[2] https://www.heraldscotland.com/news/19843315.covid-scotland-case-rates-lowest-unvaccinated-double-jabbed-elderly-drive-rise-hospital-admissions/
[1] https://www.bbc.co.uk/news/world-us-canada-59979408
[1] https://www.dailymail.co.uk/news/article-10400971/Sajid-Javid-scrap-Covid-passes-fortnight.html
[1] https://www.ons.gov.uk/aboutus/transparencyandgovernance/freedomofinformationfoi/deathsfromcovid19withnootherunderlyingcauses?s=08
[1] https://www.scotsman.com/news/politics/covid-scotland-ministers-unlawfully-kept-second-wave-death-and-case-predictions-secret-3528550
[1] https://twitter.com/sajidjavid/status/1481697941530329102
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/masques-sanitaires/covid-19-l-arrete-prefectoral-rendant-obligatoire-le-port-du-masque-en-exterieur-a-paris-est-suspendu-par-la-justice_4915767.html
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f9e751f5-732f-11ec-99e4-42586d497579&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMS0xMS9yZXBlYXQtYm9vc3Rlci1zaG90cy1yaXNrLW92ZXJsb2FkaW5nLWltbXVuZS1zeXN0ZW0tZW1hLXNheXM=
[1] http://www.playpodca.st/planetnormal/

Top URLs in Tweet in G8:
[6] https://covid-19.ontario.ca/data/hospitalizations#hospitalizationsByVaccinationStatus
[5] https://www.newsmax.com/newsmax-tv/rand-paul-fauci-covid-china/2022/01/13/id/1052315/
[5] https://www.rollingstone.com/culture/culture-news/covid-misinformation-joe-rogan-spotify-petition-1282240/
[2] https://www.express.co.uk/news/uk/1547152/covid-news-deaths-casualties-infections-Susann-angry-father-Sky-News-VN
[2] https://www.express.co.uk/comment/expresscomment/1480182/covid-war-over-no-more-lockdowns-coronavirus-comment
[2] https://newsmax.com/
[1] https://www.ons.gov.uk/aboutus/transparencyandgovernance/freedomofinformationfoi/deathsfromcovid19withnootherunderlyingcauses?s=08
[1] https://twitter.com/maajidnawaz/status/1481931433983762435
[1] https://twitter.com/maajidnawaz/status/1481946959342616577
[1] https://www.telegraph.co.uk/news/2021/12/26/children-learning-disabilities-offered-do-not-resuscitate-orders/

Top URLs in Tweet in G9:
[4] https://inews.co.uk/news/blood-on-its-hands-death-toll-rises-to-19-as-millions-excluded-from-government-support-package-for-covid-975592
[2] https://twitter.com/taylor1612/status/1481915255999676417
[1] https://www.scotsman.com/news/politics/covid-scotland-ministers-unlawfully-kept-second-wave-death-and-case-predictions-secret-3528550
[1] https://twitter.com/benjaminbutter/status/1482065845497040899
[1] https://www-faz-net.translate.goog/aktuell/politik/inland/faeser-droht-telegram-mit-moeglicher-abschaltung-17728066.html?_x_tr_sl=auto&_x_tr_tl=en&_x_tr_hl=en-GB&_x_tr_pto=wapp

Top Domains
Top Domains in Tweet in Entire Graph:
[316] twitter.com
[139] co.uk
[58] theguardian.com
[53] com.br
[38] bit.ly
[37] heraldscotland.com
[30] trib.al
[28] youtube.com
[28] sky.com
[23] reuters.com

Top Domains in Tweet in G1:
[87] twitter.com
[19] com.br
[16] co.uk
[14] theguardian.com
[6] yahoo.com
[6] wordpress.com
[5] com.ar
[5] com.mx
[5] instagram.com
[4] youtube.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] toi.in
[1] jagran.com
[1] bit.ly
[1] firstpost.com
[1] indiatimes.com
[1] dailyexcelsior.com

Top Domains in Tweet in G3:
[1] nytimes.com
[1] brownstone.org
[1] cdc.gov

Top Domains in Tweet in G4:
[10] narendramodi.in
[4] twitter.com
[4] indiatimes.com
[2] livemint.com
[1] gov.in
[1] countryandpolitics.in
[1] thehindu.com
[1] com.mx
[1] bit.ly

Top Domains in Tweet in G5:
[11] co.uk
[5] cdc.gov
[4] trib.al
[4] twitter.com
[2] covidtests.gov
[2] bit.ly
[2] who.int
[2] theguardian.com
[1] thepostmillennial.com
[1] justice.gov

Top Domains in Tweet in G6:
[3] twitter.com
[2] rumble.com
[2] francetvinfo.fr
[1] ouest-france.fr
[1] lemonde.fr
[1] association-victimes-coronavirus-france.org
[1] midilibre.fr
[1] ladepeche.fr
[1] francesoir.fr
[1] brownstone.org

Top Domains in Tweet in G7:
[6] co.uk
[2] twitter.com
[2] heraldscotland.com
[1] gov.uk
[1] scotsman.com
[1] francetvinfo.fr
[1] bloomberg.com
[1] playpodca.st
[1] translate.goog
[1] invesbrain.com

Top Domains in Tweet in G8:
[10] newsmax.com
[8] co.uk
[6] ontario.ca
[5] twitter.com
[5] rollingstone.com
[2] bit.ly
[1] gov.uk
[1] unherd.com
[1] dailysceptic.org
[1] theguardian.com

Top Domains in Tweet in G9:
[4] co.uk
[3] twitter.com
[1] scotsman.com
[1] translate.goog

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] covid
[195] covid19
[118] bteuponlineexam2022
[88] covid_19
[61] askktr
[55] postponetsbdsexams
[41] lincolnheights
[40] omicron
[26] bteupexamonlineho
[22] passevaccinal



Top Hashtags in Tweet in G1:
[36] covid
[32] covid19
[16] molulife
[9] omicron
[8] covid_19
[6] coronavirus
[4] pandemia
[3] johnsonout
[3] news
[3] newsbreak

Top Hashtags in Tweet in G2:
[113] bteuponlineexam2022
[26] bteupexamonlineho
[20] bteupexampostponedho
[13] postpone_uppsc_mains2021
[10] bteup
[7] bteuponlineexam
[6] covid
[4] bteupexampostponeho
[3] covid19
[2] cmyogiadityanath

Top Hashtags in Tweet in G4:
[4] gareebkalyanannayojana
[3] covid19
[3] indiafightscorona
[3] omicron
[2] covid_19
[2] sscgd2018
[2] namo
[1] treatment
[1] immediateassistance
[1] privatehospital

Top Hashtags in Tweet in G5:
[22] covid19
[3] tplf
[2] 新型コロナウイルス
[2] onmymind
[2] learning
[2] mena
[2] alaska
[2] who
[2] tedrosadhanom
[1] blm

Top Hashtags in Tweet in G6:
[5] covid
[3] nuremberg2
[3] nonaupassdelahonte
[2] covid19
[2] ehpad
[1] manifestation
[1] nonaupassevaccinal
[1] nonaupasssanitaire
[1] genocide
[1] covidtesting

Top Hashtags in Tweet in G7:
[3] covid_19
[3] myocarditis
[1] novaccinepassports
[1] boosters
[1] planetnormal

Top Hashtags in Tweet in G8:
[1] justlookitup
[1] resist
[1] thanksjoerogan
[1] thankyouspotify
[1] earlytreatment
[1] factsmatter

Top Hashtags in Tweet in G9:
[41] lincolnheights
[12] 1922committee
[12] sunak
[5] covidinquiry
[4] sunakout
[4] sacksunak
[2] covidinquirynow

Top Words
Top Words in Tweet in Entire Graph:
[8791] covid
[1889] 19
[635] people
[386] cases
[357] positive
[329] क
[328] more
[315] vaccine
[287] one
[280] non

Top Words in Tweet in G1:
[962] covid
[257] 19
[70] não
[49] क
[45] people
[44] eu
[40] cases
[38] em
[36] #covid
[34] more

Top Words in Tweet in G2:
[222] covid
[150] exam
[146] online
[140] क
[113] #bteuponlineexam2022
[92] त
[88] day
[77] cases
[69] ह
[68] due

Top Words in Tweet in G3:
[6] million
[5] covid
[5] patients
[5] cases
[4] 12
[3] raouldukeerik
[3] andylumm
[3] mcfunny
[3] time
[3] more

Top Words in Tweet in G4:
[79] covid
[43] क
[37] 19
[26] र
[24] pm
[20] narendramodi
[20] त
[20] न
[17] chief
[17] ministers

Top Words in Tweet in G5:
[86] covid
[28] 19
[22] #covid19
[22] vaccine
[17] health
[16] shot
[13] cdcgov
[11] mrandyngo
[11] learning
[10] fears

Top Words in Tweet in G6:
[44] covid
[28] ministre
[24] santé
[23] devenu
[23] parabole
[23] vivante
[23] reçu
[23] ses
[23] trois
[23] vaccins

Top Words in Tweet in G7:
[99] covid
[33] jamesmelville
[33] unvaccinated
[27] people
[26] ozraeliavi
[26] vaccinated
[24] 20
[24] died
[24] past
[24] 24

Top Words in Tweet in G8:
[61] covid
[19] joerogan
[18] maajidnawaz
[17] people
[16] uk
[15] newsmax
[13] during
[13] vaccinated
[12] cases
[11] mea

Top Words in Tweet in G9:
[44] went
[42] see
[41] keep
[41] hearing
[41] train
[41] burglaries
[41] scanner
[41] #lincolnheights
[41] looted
[40] johnschreiber

Top Words in Tweet in G10:
[83] covid
[69] people
[69] 2022
[69] without
[69] catching
[68] heroesincolor00
[13] job
[13] won
[13] give
[13] pto

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1812] covid,19
[213] covid,cases
[180] contra,covid
[132] positive,covid
[121] covid,positive
[102] covid,deaths
[101] tested,positive
[96] covid,rules
[83] due,covid
[79] catching,covid

Top Word Pairs in Tweet in G1:
[248] covid,19
[19] covid,cases
[16] contra,covid
[15] teste,covid
[13] tested,positive
[13] positive,covid
[12] 19,vaccine
[11] pra,covid
[10] pegar,covid
[9] casos,covid

Top Word Pairs in Tweet in G2:
[73] online,exam
[63] covid,cases
[52] covid,19
[42] increasing,day
[42] day,day
[38] covid,increasing
[38] day,exam
[37] exam,conducted
[36] conducted,online
[35] online,mode

Top Word Pairs in Tweet in G3:
[3] million,patients
[2] anaaslan1897,charliegordon20
[2] charliegordon20,matthewnewell67
[2] matthewnewell67,ajl037
[2] ajl037,monstercoyliar
[2] monstercoyliar,andrewlazarus4
[2] andrewlazarus4,volpiranyas
[2] volpiranyas,raouldukeerik
[2] jaymilnamow,bebert701
[2] bebert701,f250roush

Top Word Pairs in Tweet in G4:
[35] covid,19
[17] chief,ministers
[13] remarks,interaction
[13] interaction,chief
[13] ministers,covid
[13] 19,situation
[10] closing,remarks
[10] namo,app
[8] situation,namo
[7] presidente,lopezobrador_

Top Word Pairs in Tweet in G5:
[24] covid,19
[13] #covid19,vaccine
[13] vaccine,shot
[8] students,protest
[8] protest,chicago
[8] chicago,show
[8] show,opposition
[8] opposition,returning
[8] returning,person
[8] person,learning

Top Word Pairs in Tweet in G6:
[24] ministre,santé
[23] santé,devenu
[23] devenu,parabole
[23] parabole,vivante
[23] vivante,reçu
[23] reçu,ses
[23] ses,trois
[23] trois,vaccins
[23] vaccins,attrapé
[23] attrapé,covid

Top Word Pairs in Tweet in G7:
[24] 20,people
[24] people,died
[24] died,covid
[24] covid,past
[24] past,24
[24] 24,hours
[24] hours,nsw
[24] nsw,16
[24] 16,fully
[24] fully,vaccinated

Top Word Pairs in Tweet in G8:
[12] during,covid
[11] mea,culpa
[9] co,founder
[9] founder,uk
[9] uk,psychological
[9] psychological,operations
[9] operations,unit
[9] unit,scared
[9] scared,public
[9] public,during

Top Word Pairs in Tweet in G9:
[41] keep,hearing
[41] hearing,train
[41] train,burglaries
[41] burglaries,scanner
[41] scanner,went
[41] went,#lincolnheights
[41] #lincolnheights,see
[41] see,looted
[40] johnschreiber,keep
[40] looted,pack

Top Word Pairs in Tweet in G10:
[69] people,2022
[69] 2022,without
[69] without,catching
[69] catching,covid
[68] heroesincolor00,people
[13] job,won
[13] won,give
[13] give,pto
[13] pto,covid
[13] covid,apply

Top Replied-To
Top Replied-To in Entire Graph:
@joerogan
@studycoach91
@ktrtrs
@afp
@fortunemagazine
@amysaysfuckalot
@gnev2
@cspanwj
@gbnews
@reuters

Top Replied-To in G2:
@studycoach91
@bteup_std
@zonepolytechnic
@studypowerpoin1
@upgovt
@74_alok
@ritiksh04442251
@animax30993
@asadamaijaz

Top Replied-To in G3:
@anaaslan1897
@jaymilnamow
@danielmalmer
@moos4justice
@jonathanhannah
@thatsnotmine125
@jccalmond2

Top Replied-To in G4:
@narendramodi
@pmoindia
@santheepnair
@robert_neol007
@piyushgoyal
@mansukhmandviya
@chouhanshivraj
@cmmadhyapradesh
@officeofssc
@bbmpcomm

Top Replied-To in G5:
@fortunemagazine
@devisridhar
@who
@mswoofs
@kapilsibal
@herrbert3000
@worldbank
@npr
@drtedros
@secbecerra

Top Replied-To in G6:
@antoine_gavory
@marclefur
@sarigue84
@olivierveran
@jemayan20

Top Replied-To in G7:
@_2019_ncov
@timfprice
@telglobalhealth
@ozraeliavi
@rebsary
@allisonpearson

Top Replied-To in G8:
@joerogan
@bob302111
@ncampanello
@davis_bradley1
@drjbhattacharya
@crypto411gather
@jenhenning3
@thebadgod

Top Replied-To in G9:
@gbnews
@danwootton
@wolfesaysthings
@rishisunak
@taylor1612
@cbsla
@teacheconomics

Top Mentioned
Top Mentioned in Entire Graph:
@heroesincolor00
@ankitsi14285640
@manuelrico
@johnschreiber
@myogiadityanath
@po_sequeira
@drelidavid
@mollie_smiles
@jamesmelville
@gmmtv

Top Mentioned in G1:
@ecotvpanama
@gazettemeander
@hmgeast
@vaccineflstate
@irma5913
@_rowlf
@johngea66129911
@feedynewsbr
@mycansports1
@infospaysgallo

Top Mentioned in G2:
@ankitsi14285640
@myogiadityanath
@naveens71093966
@myogioffice
@74_alok
@drdineshbjp
@urise_up
@bte_up
@bteuplucknow
@aajtak

Top Mentioned in G3:
@raouldukeerik
@andylumm
@mcfunny
@charliegordon20
@matthewnewell67
@ajl037
@monstercoyliar
@andrewlazarus4
@volpiranyas
@bebert701

Top Mentioned in G4:
@narendramodi
@lopezobrador_
@pmoindia
@doptgoi
@ips_nupurprasad
@mansukhmandviya
@mohfw_india
@hectorrossete
@hmoindia
@tripathiom07

Top Mentioned in G5:
@who
@cdcgov
@mrandyngo
@mailonline
@npr
@marilynmosbyesq
@rosenchild
@fortunemagazine
@lazaruslong13
@hubbucket

Top Mentioned in G6:
@phdevilliers
@olivierveran
@assembleenat
@france_soir
@pierrejovanovic
@jmblanquer
@llp_le_vrai
@franceinfo
@antoine_gavory
@verity_france

Top Mentioned in G7:
@jamesmelville
@ozraeliavi
@allisonpearson
@telegraph
@davidghfrost
@_2019_ncov
@johnboweactor
@jeds0808
@timfprice
@frankys73349882

Top Mentioned in G8:
@maajidnawaz
@joerogan
@newsmax
@ons
@mtaibbi
@joshzepps
@konstantinkisin
@drjbhattacharya
@ezralevant
@bmj_latest

Top Mentioned in G9:
@johnschreiber
@gbnews
@mrjamesob
@chrispduck
@rishisunak
@william_wragg
@danwootton
@sirgrahambrady
@thesnp
@alstewartobe

Top Mentioned in G10:
@heroesincolor00
@carriewads
@catherine_mayer

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@knewz_currently
@threadreaderapp
@danielpilotte1
@tommybrain
@edinburghwatch
@iacobellist

Top Tweeters in G1:
@infoitinterno
@knewz_currently
@tommybrain
@iacobellist
@rotadatos
@peruenlanoticia
@andyvermaut
@firmenpresse
@dev_discourse
@runrunesweb

Top Tweeters in G2:
@timesofindia
@aajtak
@happanarinder
@economictimes
@ani
@etnowlive
@zeenews
@live_hindustan
@amarujalanews
@pib_india

Top Tweeters in G3:
@adevotedyogi
@robmeekel
@oscarswild1
@monstercoyliar
@takethatct
@the_ouroboros__
@wjack76995
@jsaholmes
@chimera414
@dawntj90

Top Tweeters in G4:
@notesonwisdom
@prameshjain12
@justice78602373
@mayur4ssr
@bjp4india
@proceso
@julian181407
@kamesh_gadia
@dhar_moushumi
@mib_india

Top Tweeters in G5:
@rjber15
@rosenchild
@maybel65
@m3m3ntomori
@mailonline
@hubbucket
@doritmi
@wsjjapan
@fortunemagazine
@npr

Top Tweeters in G6:
@franceinfo
@n0passaran
@ladepechedumidi
@godlak_1
@pierrejovanovic
@france_soir
@idrissaberkane
@arikouts
@cathy160357
@wlctv_ca

Top Tweeters in G7:
@telegraph
@julie34479
@addictedtau
@tweettruth2me
@dbirch214
@jamesmfahy
@joannablythman
@olga04112912
@allisonpearson
@littledene39

Top Tweeters in G8:
@weciv01
@dailymail
@etbusby
@ezralevant
@margaretmaier2
@newsmax
@kellzbellzzah
@demscheat
@marks359
@baynesmelanie

Top Tweeters in G9:
@roblwilson
@hugorelly
@cbsla
@goanabootbiddy
@teacheconomics
@richardjbellamy
@halakukhan_
@giftcee
@louise_katz
@thesnp

Top Tweeters in G10:
@badassfreeman
@ronaldmatters
@fitryrazak
@jaelenrice
@unclear_edge
@juliemwangi
@nataleighhhx
@cogentme
@_goldraven
@zacnasra