COVID, Twitter, 6/10/2022 8:44:09 AM, 278032


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COVID_2022-06-10_00-43-00.xlsx
COVID_2022-06-10_00-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2022
Short Description:
COVID via NodeXL https://bit.ly/3ME94pH
@sajidjavid
@sharky_vs_evil
@kathyconwom
@borisjohnson
@gvdbossche
@mpc_xetts
@ryan_ramshaw
@efrances26
@krebiozen
@atipico1996

Top hashtags:
#covid
#covid19
#longcovid
#شکریہ_عمران_خان
#covid_19
#8yearsofhealthyindia

Description:
Description
The graph represents a network of 11,616 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 Friday, 10 June 2022 at 07:56 UTC.

The requested start date was Friday, 10 June 2022 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, 3-minute period from Tuesday, 07 June 2022 at 12:16 UTC to Thursday, 09 June 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 : 11616
Unique Edges : 7015
Edges With Duplicates : 11369
Total Edges : 18384
Number of Edge Types : 5
Mentions : 2984
Tweet : 2885
Retweet : 5098
MentionsInRetweet : 6061
Replies to : 1356
Self-Loops : 2922
Reciprocated Vertex Pair Ratio : 0.00580270793036751
Reciprocated Edge Ratio : 0.0115384615384615
Connected Components : 3137
Single-Vertex Connected Components : 981
Maximum Vertices in a Connected Component : 2721
Maximum Edges in a Connected Component : 5695
Maximum Geodesic Distance (Diameter) : 40
Average Geodesic Distance : 13.15922
Graph Density : 7.32286667401918E-05
Modularity : 0.596766
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,616 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 Friday, 10 June 2022 at 07:56 UTC.

The requested start date was Friday, 10 June 2022 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, 3-minute period from Tuesday, 07 June 2022 at 12:16 UTC to Thursday, 09 June 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:
[16] https://www.eldiario.es/politica/fiscalia-europea-investiga-contratos-covid-ayuso-empresas-sector-sanitario_1_9065687.html
[14] https://www.narendramodi.in/vikasyatra
[12] https://childrenshealthdefense.org/defender/covid-vaccines-dangerous-kids-cola/
[10] https://www.walgreens.com/businesssolutions/covid-19-index.jsp
[7] https://townhall.com/tipsheet/scottmorefield/2022/06/05/new-study-mask-mandates-associated-with-increased-covid-death-rate-n2608241
[7] https://insiderpaper.com/vietnam-arrests-health-minister-hanoi-mayor-over-covid-test-kit-scandal/
[7] https://apnews.com/article/russia-ukraine-covid-health-africa-84b52bd508b9aa7a01a7976423d67a27
[7] https://www.smh.com.au/national/nsw/nsw-health-wants-return-to-masks-working-from-home-but-hazzard-not-keen-20220311-p5a3xe.html?utm_medium=Social&utm_source=Twitter#Echobox=1647024422-1
[7] https://www.miamiherald.com/news/coronavirus/article262212557.html
[6] https://note.com/akaihiguma/n/n652ad1e9bb36

Top URLs in Tweet in G1:
[4] https://apnews.com/article/russia-ukraine-covid-health-africa-84b52bd508b9aa7a01a7976423d67a27
[4] https://reiwa-shinsengumi.com/covid-19-policy202008/
[3] https://www.nytimes.com/2022/06/09/briefing/covid-race-deaths-america.html?smid=tw-share
[2] https://www.axios.com/2022/06/07/teachers-school-shootings-covid-politics
[2] https://virologyj.biomedcentral.com/articles/10.1186/s12985-022-01831-0
[2] https://www.bmj.com/content/377/bmj.o1395.short?rss=1&utm_source=dlvr.it&utm_medium=twitter
[2] https://apple.news/AIy0LjLr0SfaNzSCBT8zv5A
[2] https://www.stripes.com/theaters/us/2022-06-08/airmen-file-lawsuit-after-covid-exemption-denied-6261896.html
[2] https://www.thekampalareport.com/latest/world/2022060815542/globalink-beijing-returning-to-normalcy-as-epidemic-wanes.html
[2] https://www.thevaccinators.co.uk/

Top URLs in Tweet in G2:
[3] https://twitter.com/MarcusJBall/status/1533804069994766336
[2] https://www.independent.com.mt/articles/2022-06-09/local-news/175-new-Covid-19-cases-reported-6736243598
[2] https://twitter.com/JeremyVineOn5/status/1534117083327385602
[2] https://www.theguardian.com/society/2022/jun/07/care-for-2m-britons-with-long-covid-woefully-inadequate-say-top-nurses?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1654558212
[1] https://twitter.com/NadineDorries/status/1533763405844185088
[1] https://twitter.com/i/status/1534480423950159873
[1] https://twitter.com/marcusjball/status/1533804069994766336
[1] https://www.independent.co.uk/independentpremium/uk-news/nadine-dorries-hunt-covid-pandemic-b2095119.html
[1] https://twitter.com/LucidWhim/status/1534443620136370178
[1] https://twitter.com/BlockedKen/status/1534499017131966464

Top URLs in Tweet in G3:
[11] https://childrenshealthdefense.org/defender/covid-vaccines-dangerous-kids-cola/
[6] https://resistance-mondiale.com/nous-ne-pardonnerons-pas-nous-noublierons-pas-une-liste-complete-des-personnes-decedees-apres-avoir-ete-vaccinees-contre-le-virus-covid-19
[4] https://childrenshealthdefense.org/defender/fda-pfizer-moderna-skip-trials-covid-vaccines/
[3] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19/dp/2368452915
[2] https://pgibertie.com/2022/06/08/exclusif-de-nouvelles-publications-dans-le-lancet-prouvent-que-les-vaccins-arn-tuent-plus-par-les-cardiopathies-quils-ne-protegent-contre-la-covid/
[2] https://lecourrierdesstrateges.fr/2022/06/07/vaccination-covid-une-rare-position-de-leglise-en-verite/
[2] https://www.medicalnewstoday.com/articles/modernas-new-covid-19-booster-protects-better-against-omicron-other-variants
[1] https://www.ladepeche.fr/2022/06/08/covid-19-que-va-changer-le-nouveau-texte-de-loi-presente-en-conseil-des-ministres-le-22-juin-prochain-10346408.php
[1] https://m.epochtimes.fr/les-soignants-dans-la-rue-essores-par-le-covid-decus-par-le-segur-inquiets-pour-lavenir-2041552.html?utm_source=twitter&utm_medium=sharedFromMember&via=EpochTimesFR
[1] https://www.anguillesousroche.com/videos/bill-gates-previent-que-lhumanite-a-eu-de-la-chance-avec-le-covid-un-virus-qui-mettra-fin-a-la-societe-est-a-lhorizon/

Top URLs in Tweet in G4:
[2] https://www.nejm.org/doi/full/10.1056/nejmoa2110345?cookieSet=1
[1] https://www.worldometers.info/coronavirus/
[1] https://twitter.com/MarcusJBall/status/1533804622049071106
[1] https://www.bmj.com/content/377/bmj-2021-069590
[1] https://www.nature.com/articles/s41467-022-30052-w
[1] https://drive.google.com/file/d/1_wHIYX-tGkGBPwuax7N8BxZPR4PTTCDm/view

Top URLs in Tweet in G5:
[14] https://www.eldiario.es/politica/fiscalia-europea-investiga-contratos-covid-ayuso-empresas-sector-sanitario_1_9065687.html
[1] https://tweetedtimes.com/KopimismChurch

Top URLs in Tweet in G6:
[3] https://tnc.news/2022/06/07/bc-man-becomes-one-of-the-first-canadians-to-receive-compensation-for-covid-19-vaccine-injury/
[1] https://tnc.news/2022/06/07/baber-bernier-topp-freedom/
[1] https://www.youtube.com/watch?v=09FmRNb3Krg&feature=youtu.be

[1] https://twitter.com/bobzimmermp/status/1533911104430252033
[1] https://www.ctvnews.ca/health/coronavirus/it-s-high-time-that-authorities-revise-definition-of-fully-vaccinated-experts-1.5929898
[1] https://twitter.com/canadasairports/status/1533888521001377796
[1] https://nationalpost.com/opinion/rex-murphy-leave-it-to-trudeau-to-find-a-way-to-make-air-travel-worse-than-it-already-was

Top URLs in Tweet in G7:
[2] https://twitter.com/aurabogado/status/1533841747586871297
[1] https://twitter.com/LisaForKansas/status/1531062753342922755
[1] https://twitter.com/drericding/status/1534249123997696005
[1] https://www.miamiherald.com/news/coronavirus/article262212557.html
[1] https://www.bostonglobe.com/2022/06/07/metro/many-children-who-contracted-covid-19-during-pandemic-did-not-develop-antibodies-ward-off-omicron-study-says/
[1] https://thehill.com/policy/3515944-white-house-shifts-covid-19-funds-due-to-stalemate-on-new-money/
[1] https://www.miamiherald.com/news/coronavirus/article262212557.html#storylink=cpy
[1] https://twitter.com/DrEricDing/status/1533613664992894976
[1] https://nationalpost.com/news/politics/seventh-covid-wave-possible-this-fall-tam-tells-mps-the-pandemic-is-not-over
[1] https://twitter.com/thespecialbka/status/1534336217814540288

Top URLs in Tweet in G8:
[4] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4125501
[2] https://www.chch.com/hamilton-hospitals-forced-to-cancel-heart-surgeries-due-to-increase-of-covid-19-patients/
[2] https://twitter.com/ShamezLadhani/status/1534500395631923207
[1] https://twitter.com/drsdelliscc/status/1534303357388607496
[1] https://twitter.com/kerpen/status/1525216121888047105
[1] https://www.civilservicejobs.service.gov.uk/csr/jobs.cgi?jcode=1791662
[1] https://www.civilservicejobs.service.gov.uk/csr/jobs.cgi?jcode=1791653
[1] https://www.telegraph.co.uk/global-health/science-and-disease/swedens-death-rate-among-lowest-europe-despite-avoiding-strict/
[1] https://youtu.be/8VC8gFexeZc
[1] https://toronto.citynews.ca/2022/06/08/ontario-schools-covid-pandemic/

Top URLs in Tweet in G9:
[2] https://trib.al/LBrKBNx
[2] https://twitter.com/cavousf5/status/1534229245366517765
[1] http://www.francesoir.fr/opinions-tribunes/depuis-2021-le-monde-est-il-a-normal
[1] https://cnn.it/3mMzStv
[1] https://www.lindependant.fr/2022/06/07/vaccins-anti-covid-face-aux-signalements-de-saignement-anormaux-lunion-europeenne-lance-une-nouvelle-enquete-sur-les-troubles-menstruels-10343974.php
[1] https://www.tf1info.fr/sante/epidemie-de-coronavirus-rebond-du-covid-19-pourquoi-le-gouvernement-va-de-nouveau-legiferer-2222455.html
[1] https://twitter.com/StopAuxMasques/status/1533497233542467584

Top URLs in Tweet in G10:
[7] https://www.smh.com.au/national/nsw/nsw-health-wants-return-to-masks-working-from-home-but-hazzard-not-keen-20220311-p5a3xe.html?utm_medium=Social&utm_source=Twitter#Echobox=1647024422-1
[1] https://exchange.isid.org/isid/2022/isid-webinars-2022/356886/faculty.presenters.covid-19.pandemic.or.endemic.html?f=menu%3D16%2Ac_id%3D356886%2Afeatured%3D17649
[1] https://www.irishtimes.com/health/2022/06/08/covid-19-death-rate-in-ireland-currently-seventh-highest-in-the-world/
[1] https://www.scientificamerican.com/article/nose-spray-vaccines-could-quash-covid-virus-variants/
[1] https://www.reuters.com/technology/us-treasury-approves-first-state-projects-10-bln-covid-broadband-fund-2022-06-07/

Top Domains
Top Domains in Tweet in Entire Graph:
[309] twitter.com
[64] co.uk
[34] com.br
[31] youtube.com
[30] childrenshealthdefense.org
[26] bloomberg.com
[25] expose-news.com
[25] bit.ly
[23] trib.al
[20] theguardian.com

Top Domains in Tweet in G1:
[87] twitter.com
[15] com.br
[11] co.uk
[8] cnbc.com
[7] apnews.com
[6] cnn.com
[6] nytimes.com
[6] com.mx
[6] einnews.com
[5] youtube.com

Top Domains in Tweet in G2:
[14] twitter.com
[2] com.mt
[2] co.uk
[2] theguardian.com
[1] gov.uk
[1] wiley.com

Top Domains in Tweet in G3:
[15] childrenshealthdefense.org
[6] resistance-mondiale.com
[4] twitter.com
[3] amazon.fr
[3] translate.goog
[2] pgibertie.com
[2] lecourrierdesstrateges.fr
[2] medicalnewstoday.com
[1] ladepeche.fr
[1] epochtimes.fr

Top Domains in Tweet in G4:
[2] nejm.org
[1] worldometers.info
[1] twitter.com
[1] bmj.com
[1] nature.com
[1] google.com

Top Domains in Tweet in G5:
[14] eldiario.es
[1] tweetedtimes.com

Top Domains in Tweet in G6:
[4] tnc.news
[2] twitter.com
[1] youtube.com
[1] ctvnews.ca
[1] nationalpost.com

Top Domains in Tweet in G7:
[10] twitter.com
[2] miamiherald.com
[2] bit.ly
[1] bostonglobe.com
[1] thehill.com
[1] nationalpost.com
[1] cdc.gov
[1] vaccines.gov
[1] missoulian.com
[1] nih.gov

Top Domains in Tweet in G8:
[5] twitter.com
[4] ssrn.com
[3] expose-news.com
[2] chch.com
[2] gov.uk
[1] co.uk
[1] youtu.be
[1] citynews.ca
[1] spheru.ca
[1] cbc.ca

Top Domains in Tweet in G9:
[3] twitter.com
[2] trib.al
[1] francesoir.fr
[1] cnn.it
[1] lindependant.fr
[1] tf1info.fr

Top Domains in Tweet in G10:
[7] com.au
[1] isid.org
[1] irishtimes.com
[1] scientificamerican.com
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[232] covid
[154] covid19
[82] longcovid
[44] شکریہ_عمران_خان
[30] covid_19
[30] 8yearsofhealthyindia
[28] quantumtv
[21] pmqs
[17] deathgate
[16] pfizer



Top Hashtags in Tweet in G1:
[49] covid
[25] covid19
[8] peru
[7] healthtech
[7] publichealth
[6] covidisnotover
[6] datavisualization
[6] datascience
[6] analytics
[6] data

Top Hashtags in Tweet in G2:
[9] covid
[8] pmqs
[5] johnson
[3] brexit
[3] partygate
[2] deathgate
[2] jeremyvine
[2] facemask
[2] covid19
[1] politicslive

Top Hashtags in Tweet in G3:
[6] passdelahonte
[2] paulmarik
[1] nupes
[1] legislatives2022
[1] vitamined
[1] ivermectine
[1] covid
[1] bfmtv

Top Hashtags in Tweet in G4:
[2] vaccinesideeffects
[2] vaccinedeaths
[2] vaccinepoison

Top Hashtags in Tweet in G5:
[15] noolvidamos

Top Hashtags in Tweet in G6:
[4] cdnpoli
[1] cpcldr

Top Hashtags in Tweet in G7:
[23] covid19
[4] congress
[4] biden
[4] covid
[3] longcovid
[2] boosters
[2] death
[2] omicron
[2] vaccine
[2] covid19vaccine

Top Hashtags in Tweet in G8:
[10] covid19
[2] covid
[1] deathgate

Top Hashtags in Tweet in G9:
[2] patrickcohen
[2] globalgoalunite
[2] trumpgate
[1] càvous
[1] covid19
[1] covid_19

Top Hashtags in Tweet in G10:
[3] covid
[2] covid19
[2] vaccines
[2] masks
[2] longcovid
[2] hepatitis
[2] deathgate
[2] americanrescueplan
[1] covidisnotover
[1] varadkar

Top Words
Top Words in Tweet in Entire Graph:
[7721] covid
[1644] 19
[634] people
[412] more
[410] long
[341] vaccine
[331] one
[310] deaths
[298] over
[288] many

Top Words in Tweet in G1:
[981] covid
[262] 19
[58] people
[54] eu
[49] #covid
[42] em
[41] vaccine
[41] deaths
[40] more
[37] não

Top Words in Tweet in G2:
[213] covid
[50] people
[43] johnson
[36] borisjohnson
[32] boris
[27] long
[24] bren4bassetlaw
[24] one
[22] actually
[22] saffiya_khan1

Top Words in Tweet in G3:
[200] covid
[64] f_philippot
[63] par
[50] même
[49] maintenant
[47] lancet
[45] origine
[44] compris
[44] patrick
[44] cohen

Top Words in Tweet in G4:
[23] covid
[7] emergency
[6] incytometry
[6] albowers1
[6] mr_magoo5
[6] helenjaneadkins
[6] risk
[6] vaccines
[5] still
[5] use

Top Words in Tweet in G5:
[177] ayuso
[159] hoy
[159] días
[141] manuelrico
[117] gobierno
[116] hospital
[110] covid
[110] residentes
[107] aprobó
[107] protocolo

Top Words in Tweet in G6:
[40] covid
[20] same
[17] covid_parent
[17] pierrepoilievre
[12] theatre
[11] mandates
[11] trudeau
[10] canadians
[10] mandate
[9] end

Top Words in Tweet in G7:
[124] covid
[28] long
[23] #covid19
[23] people
[21] 19
[18] test
[17] deaths
[17] more
[17] united
[16] drericding

Top Words in Tweet in G8:
[105] covid
[40] 19
[39] being
[35] big
[34] californiafrizz
[34] police
[34] pharma
[34] boss
[34] falsifying
[33] spanish

Top Words in Tweet in G9:
[88] covid
[74] laboratoire
[45] plus
[43] 19
[41] cavousf5
[37] virus
[37] né
[37] nature
[37] précisément
[37] américain

Top Words in Tweet in G10:
[63] covid
[57] month
[49] being
[49] told
[44] bisexual
[44] used
[44] invisible
[44] ignored
[44] flat
[44] exist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1591] covid,19
[303] long,covid
[141] manuelrico,hoy
[123] during,covid
[119] covid,vaccine
[115] contra,covid
[115] gobierno,ayuso
[107] días,gobierno
[107] ayuso,aprobó
[107] aprobó,protocolo

Top Word Pairs in Tweet in G1:
[251] covid,19
[24] long,covid
[18] covid,vaccine
[18] teste,covid
[13] contra,covid
[13] during,covid
[12] 19,vaccine
[12] casos,covid
[11] covid,test
[11] 2022,06

Top Word Pairs in Tweet in G2:
[27] boris,johnson
[25] long,covid
[18] covid,19
[15] delivered,covid
[14] 2m,long
[14] johnson,nearly
[14] nearly,die
[14] die,covid
[14] covid,looked
[14] looked,dozens

Top Word Pairs in Tweet in G3:
[44] patrick,cohen
[43] hypothèse,origine
[43] origine,artificielle
[43] artificielle,covid
[43] covid,maintenant
[43] maintenant,admise
[43] admise,compris
[43] compris,par
[43] par,lancet
[43] lancet,même

Top Word Pairs in Tweet in G4:
[4] simonpeterson74,badboyntx
[4] badboyntx,joe09396262
[4] joe09396262,spnwench2
[4] still,covid
[3] albowers1,prettyinpink4u
[3] prettyinpink4u,mrdannyteal
[3] mrdannyteal,pyattamelia
[3] pyattamelia,mr_magoo5
[3] knight2archer,notmymonkey77
[3] notmymonkey77,crazycdn2

Top Word Pairs in Tweet in G5:
[141] manuelrico,hoy
[114] gobierno,ayuso
[107] días,gobierno
[107] ayuso,aprobó
[107] aprobó,protocolo
[107] protocolo,impedía
[107] impedía,trasladar
[107] trasladar,hospital
[107] hospital,residentes
[104] residentes,vulnerab

Top Word Pairs in Tweet in G6:
[11] covid,theatre
[7] covid,19
[7] go,again
[7] again,covid
[7] covid,control
[7] control,freaks
[7] freaks,never
[7] never,satisfied
[7] satisfied,push
[7] push,mandate

Top Word Pairs in Tweet in G7:
[22] long,covid
[21] covid,19
[11] test,positive
[11] positive,home
[11] home,covid
[11] covid,seeking
[11] seeking,cancel
[11] cancel,united
[11] united,flight
[11] flight,result

Top Word Pairs in Tweet in G8:
[37] covid,19
[34] falsifying,covid
[33] spanish,police
[33] police,charge
[33] charge,big
[33] big,pharma
[33] pharma,boss
[33] boss,falsifying
[33] 19,vax
[33] vax,status

Top Word Pairs in Tweet in G9:
[43] covid,19
[37] 19,virus
[37] virus,né
[37] né,nature
[37] nature,laboratoire
[37] laboratoire,plus
[37] plus,précisément
[37] précisément,laboratoire
[37] laboratoire,américain
[36] cavousf5,covid

Top Word Pairs in Tweet in G10:
[44] bisexual,used
[44] used,being
[44] being,invisible
[44] invisible,ignored
[44] ignored,flat
[44] flat,told
[44] told,exist
[44] exist,pride
[44] pride,month
[44] month,decided

Top Replied-To
Top Replied-To in Entire Graph:
@martinslewis
@sir19631
@covid_parent
@nadinedorries
@bren4bassetlaw
@k8stott
@karl_lauterbach
@atrupar
@drjamesolsson
@createperhaps

Top Replied-To in G1:
@ics_sp

Top Replied-To in G2:
@bren4bassetlaw
@nadinedorries
@saffiya_khan1
@skynews
@pippacrerar
@borisjohnson
@sarahsm53884454
@covidjusticeuk
@eumarauder
@mikenotsoyeadon

Top Replied-To in G3:
@f_philippot
@opale76
@titiboure
@doremi_patriote
@borowskimike
@le_parisien
@chriscottonstat
@gwalix_tech
@lemondefr
@victorsinclair3

Top Replied-To in G4:
@5shezz4
@annaeck73
@aidanv2now
@adrian65768009
@david4677484957
@ridgemectin27
@jameslynchgtc
@dave30255099
@freethinkerano2
@dominos20076133

Top Replied-To in G6:
@covid_parent
@lovescanada8
@justintrudeau
@bumbaclot_1984
@juliz1lb
@birds_are_fake2
@thetruthsucks12
@mavesu1
@debroy62
@pierrepoilievre

Top Replied-To in G7:
@atrupar
@drkerrynphelps
@melissaldavey
@drgregkelly
@housegop
@aurabogado
@polibard
@jstnorv10
@youarelobbylud
@davehewison

Top Replied-To in G8:
@noellenarwhal
@vasiliyzukanov
@drsdelliscc
@fbatmanologist
@marinapurkiss

Top Replied-To in G9:
@bfmtv
@rexrode1967
@cristyhbic
@spice93360150
@p_duval
@poulin2012
@cavousf5
@narashi13876794
@divizio1
@nathalietavigno

Top Replied-To in G10:
@georgel737
@ed71738773
@ketaminh
@r_hellqvist
@seirdnavnnac
@victwic
@trueanonyman

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@alvesshadassa_
@aranganathan72
@f_philippot
@petersweden7
@drclairetaylor
@madi_ahm
@travon
@victorsinclair3
@cavousf5

Top Mentioned in G1:
@antoniouriz
@yabrock
@noreenwise777
@ray_noble1
@dhruvapandey
@smtrendsnet
@umnovotoninho
@smcadman
@oecd_nea
@edgardobermejo

Top Mentioned in G2:
@borisjohnson
@saffiya_khan1
@bren4bassetlaw
@gbnews
@marcusjball
@welshgasdoc
@conservatives
@danwootton
@keir_starmer
@nadinedorries

Top Mentioned in G3:
@f_philippot
@victorsinclair3
@cstrateges
@medic4allhuman
@maya29854628
@anthonyjouve1
@idrissaberkane
@chriscottonstat
@banounhelene
@evarodr08958446

Top Mentioned in G4:
@incytometry
@albowers1
@mr_magoo5
@helenjaneadkins
@opinionated53
@mrdannyteal
@pyattamelia
@notmymonkey77
@crazycdn2
@fredeast11

Top Mentioned in G5:
@manuelrico
@iescolar
@fiscal_es
@black_strobes
@jesuscintora
@fonsiloaiza
@populares
@rosavillacastin
@alejacintourang
@eldiarioes

Top Mentioned in G6:
@pierrepoilievre
@covid_parent
@areohesseyeee
@truenorthcentre
@roman_baber
@llandoniffirg
@hammersbackii
@zstarlight13
@ziggygeorge1
@its_magacita

Top Mentioned in G7:
@united
@drericding
@aurabogado
@cdcgov
@delta
@atrupar
@drgregkelly
@missoulian
@housegop
@drkerrynphelps

Top Mentioned in G8:
@californiafrizz
@kerpen
@trisha_gato
@drsdelliscc
@vaillancourt_dr
@drelidavid
@shamezladhani
@kathyconwom
@excensorshipose
@ziggy6769

Top Mentioned in G9:
@cavousf5
@divizio1
@p_duval
@france_soir
@msnbc
@cnn
@emmanuelmacron
@bfmtv
@carene1984
@gop

Top Mentioned in G10:
@travon
@drstip
@carabro06633204
@ed71738773
@gmtaylor
@matthew82069336
@ketaminh
@sweetapotheosis
@braddesmond2
@anamardoll

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@ptjasamarga
@rashidaldosari
@berkleybearnews
@detikcom
@zyitegadgets
@reporteactivo
@republikaonline
@jatirado
@s9tmt

Top Tweeters in G1:
@zazoomblog
@ptjasamarga
@berkleybearnews
@zyitegadgets
@reporteactivo
@republikaonline
@la_iguanatv
@venezolanonews
@daily_express
@blackcentaurfx

Top Tweeters in G2:
@john1966olsen
@guardian
@skynews
@j_sutherland2
@bbcnews
@philmorandi
@petuniasforever
@trackntracer
@starterpat
@saffiya_khan1

Top Tweeters in G3:
@lunace2pama
@le_figaro
@rosyjour
@nausicalibre
@yvespdb
@le_parisien
@lemondefr
@ptunia18
@swetlondon
@52fabienne

Top Tweeters in G4:
@debrammason1
@adevotedyogi
@ansgartodinson
@ram0667
@kath2cats
@mcfunny
@wjack76995
@chimera414
@jsaholmes
@numbersmean

Top Tweeters in G5:
@juanraeiros
@rosamar6254
@emocionycambio
@eldiarioes
@justolaverdad
@iliberisgra
@lolamontavez
@gatomaraunico
@anajurador
@estoyakiok

Top Tweeters in G6:
@franktmcveety
@kirky861
@dispicable2020
@starshipalves
@pureshakti
@nancymagamonkey
@jamie_blom
@iowa_1776
@fatemperor
@ladyfantastic5

Top Tweeters in G7:
@united
@delta
@wellness4you13
@zardoz420wpn
@truemira
@1zzyzyx1
@vankapro
@ruth_hartjen
@islandgirlprv
@sonyasamuels

Top Tweeters in G8:
@wardj15
@casualcactii
@steveg06322664
@rigmatthew
@loovee3333
@esosa_ca_films
@ex_sm3
@messymarv86
@kerpen
@rhea11

Top Tweeters in G9:
@lagrosta
@ecclesias
@bfmtv
@cnn
@msnbc
@denangis
@setefrance
@cnnpolitics
@bassinrebel
@baddiekate

Top Tweeters in G10:
@ketaminh
@thisislule
@thatoneguy2440
@jaquix173
@mnboss1
@ruchiohu
@vickimo08056436
@imelda_mairead
@castletonian
@drstip


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