COVID, Twitter, 5/19/2022 10:32:54 AM, 276609


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COVID_2022-05-19_02-12-33.xlsx
COVID_2022-05-19_02-12-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
COVID via NodeXL https://bit.ly/3G37QTm
@mandoline_blue
@perpetualwinger
@matthew82069336
@garrylloydthom2
@who
@drericding
@laizydaizey
@tonyholmes4
@borisjohnson
@cdcgov

Top hashtags:
#covid19
#covid
#taeil
#nct127
#covid_19
#coronavirus
#longcovid
#pfizer

Description:
Description
The graph represents a network of 10,937 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 Thursday, 19 May 2022 at 09:27 UTC.

The requested start date was Thursday, 19 May 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 Monday, 16 May 2022 at 12:16 UTC to Wednesday, 18 May 2022 at 12:20 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 : 10937
Unique Edges : 6152
Edges With Duplicates : 11524
Total Edges : 17676
Number of Edge Types : 5
Retweet : 5328
MentionsInRetweet : 6192
Mentions : 2205
Replies to : 1079
Tweet : 2872
Self-Loops : 2934
Reciprocated Vertex Pair Ratio : 0.00632139292447599
Reciprocated Edge Ratio : 0.0125633678642275
Connected Components : 3056
Single-Vertex Connected Components : 969
Maximum Vertices in a Connected Component : 1003
Maximum Edges in a Connected Component : 2133
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.246014
Graph Density : 7.5865104653713E-05
Modularity : 0.576488
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 10,937 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 Thursday, 19 May 2022 at 09:27 UTC.

The requested start date was Thursday, 19 May 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 Monday, 16 May 2022 at 12:16 UTC to Wednesday, 18 May 2022 at 12:20 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:
[37] https://france3-regions.francetvinfo.fr/paris-ile-de-france/seine-et-marne/vaccin-anti-covid-la-descente-aux-enfers-d-eloise-2543656.html
[31] https://special.usps.com/testkits
[24] https://www.covidtests.gov/
[15] https://www.forbes.com/sites/roberthart/2022/05/13/pfizers-covid-vaccine-protection-against-omicron-fades-just-weeks-after-second-and-third-doses-study-finds/
[12] https://www.francescadonato.eu/elevato-carico-virale-quali-sono-le-cause-di-mortalita-per-covid-19-studio-sulle-autopsie/
[11] https://www.covid.gov/tests
[10] https://es.vida-estilo.yahoo.com/viruela-mono-signo-distintivo-enfermedad-reino-unido-102710642.html
[9] https://alphanews.org/doctors-said-a-6-year-old-needs-the-covid-vaccine-now-he-has-myocarditis-and-cant-walk/
[9] https://www.cnn.com/2022/05/17/politics/home-covid-tests/index.html
[9] https://www.huffpost.com/entry/eric-clapton-covid-positive_n_62836fb1e4b003ed29664e19?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[5] https://www.theepochtimes.com/mkt_app/higher-covid-19-infection-rates-among-vaccinated-children-than-unvaccinated-cdc-data-show_4470005.html
[5] https://www.covid.gov/tests
[3] https://twitter.com/jeongyunonly/status/1526899084656726016
[3] https://instagram.com/imakta_untar/
[2] https://twitter.com/nytimes/status/1526170887782912002
[2] https://www.foxnews.com/us/families-against-fentanyl-biden-admin-overdose-deaths-covid-19
[2] https://www.bbc.co.uk/news/world-europe-61463794
[2] https://www.forbes.com/sites/roberthart/2022/05/13/pfizers-covid-vaccine-protection-against-omicron-fades-just-weeks-after-second-and-third-doses-study-finds/
[2] https://www.latimes.com/science/story/2022-05-16/novavax-covid-vaccine-skeptics?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.latimes.com/california/story/2022-05-16/l-a-county-coronavirus-rate-climbing-could-reach-medium-covid-level-soon?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[2] https://nct-jp.net/news/detail.php?id=1099920
[1] https://twitter.com/NCT_OFFICIAL_JP/status/1526895390913875969
[1] https://twitter.com/NCTDAOYlNG/status/1526896726946107393

Top URLs in Tweet in G3:
[7] https://www.theguardian.com/australia-news/2022/may/18/labor-to-consider-new-national-covid-strategy-to-reduce-deaths
[2] https://www.theguardian.com/politics/2022/may/17/eu-raises-spectre-trade-war-if-uk-rewrites-northern-ireland-protocol
[2] https://www.thetimes.co.uk/article/michelle-mones-husband-admits-he-has-financial-interest-in-ppe-firm-gw9vkcc03?shareToken=bfd79767ad9e81efd511c2e6603eecef
[2] https://www.npr.org/2022/05/16/1099335734/the-federal-government-is-offering-another-round-of-free-covid-tests
[1] https://www.msn.com/en-au/news/australia/students-sent-home-teachers-under-pressure-as-schools-face-perfect-storm/ar-AAXp1Ic?ocid=msedgntp&cvid=ecb4584836d448f78f99d55c62b001c0
[1] https://www.boston.com/news/coronavirus/2022/05/17/harvard-economist-on-the-costs-of-long-covid-we-should-worry-about-it/
[1] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2792505?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=051622#.YoKVyALp1Ok.twitter
[1] https://twitter.com/apoorva_nyc/status/1526191168169680898
[1] https://www.covidtests.gov/
[1] https://www.peoplesolicitors.com/covid-19-schools

Top URLs in Tweet in G4:
[27] https://france3-regions.francetvinfo.fr/paris-ile-de-france/seine-et-marne/vaccin-anti-covid-la-descente-aux-enfers-d-eloise-2543656.html
[3] https://www.lepoint.fr/sante/covid-19-la-lugubre-prevision-du-ministre-de-la-sante-allemand-22-11-2021-2453124_40.php
[2] https://www.nbcnews.com/health/health-news/fda-authorizes-pfizer-covid-booster-children-5-11-years-old-rcna28355
[2] https://www.sciencesetavenir.fr/sante/vaccin-anti-covid-valneva-avis-d-intention-de-resiliation-du-contrat-par-la-commission-europeenne_163476
[1] https://www.devonlive.com/news/devon-news/devon-man-26-died-blood-7091566
[1] https://www.liberation.fr/checknews/forbes-a-t-il-donne-tort-a-checknews-au-sujet-de-la-perte-defficacite-du-vaccin-contre-le-covid-19-20220517_Z4FCWUUWAZECDOZAQOZHY2EBGE/
[1] https://www.forbes.com/sites/roberthart/2022/05/13/pfizers-covid-vaccine-protection-against-omicron-fades-just-weeks-after-second-and-third-doses-study-finds/#amp_tf=From%20%251%24s&aoh=16526059508296&csi=0&referrer=https%3A%2F%2Fwww.google.com&share=https%3A%2F%2Fwww.forbes.com%2Fsites%2Froberthart%2F2022%2F05%2F13%2Fpfizers-covid-vaccine-protection-against-omicron-fades-just-weeks-after-second-and-third-doses-study-finds%2F
[1] https://www.youtube.com/watch?v=IcScd_dCMDQ&feature=youtu.be

[1] https://twitter.com/philippeherlin/status/1434770584920023042
[1] https://investir.lesechos.fr/actions/actualites/covid-19-bruxelles-compte-resilier-le-contrat-de-valneva-pour-la-fourniture-de-vaccins-2017012.php

Top URLs in Tweet in G5:
[2] https://charts.medriva.com/us
[1] https://twitter.com/Antonio_Caramia/status/1525181606910218240
[1] https://www.nytimes.com/2022/05/16/health/covid-reinfection.html
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/coronavirus-may-be-linked-cases-severe-hepatitis-children-2022-05-16/
[1] https://twitter.com/RyanGirdusky/status/1525869272060334083
[1] https://twitter.com/Myrmec/status/1526501237667020800
[1] https://twitter.com/Mandoline_Blue/status/1526225996319449088
[1] https://twitter.com/WHCOS/status/1526389494097780736
[1] https://www.dailykos.com/stories/2022/1/5/2072827/-Life-insurance-CEO-says-pandemic-death-rates-for-18-64-year-olds-are-the-highest-we-have-seen-ever
[1] https://twitter.com/SollenbergerRC/status/1526256300526645255

Top URLs in Tweet in G6:
[3] https://trib.al/Nxhg8xo
[2] https://news.yahoo.com/future-covid-variants-will-likely-reinfect-us-multiple-times-a-year-experts-say-unless-we-invest-in-new-vaccines-121959797.html
[2] http://www.all.my
[2] http://abcnews.go.com/Health/covid-transmission-asymptomatic/story?id=84599810
[2] https://trib.al/0oF6wN3
[2] https://www.wsws.org/en/articles/2022/05/16/xqbd-m16.html
[1] https://nyti.ms/3wmCaVy
[1] https://trib.al/QRgH9YB
[1] https://trib.al/ljWcvmf
[1] https://nyti.ms/3MsPgGz

Top URLs in Tweet in G8:
[2] https://www.cam.ac.uk/research/news/cognitive-impairment-from-severe-covid-19-equivalent-to-20-years-of-ageing-study-finds
[1] https://www1.nyc.gov/site/doh/covid/covid-19-alert-levels.page
[1] https://www.irishtimes.com/opinion/living-with-covid-is-empty-sloganeering-in-need-of-a-plan-1.4877792
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900126-6%2Ffulltext&rc=0
[1] https://twitter.com/cheryl_kernot/status/1526491540063141888
[1] https://twitter.com/Mssarahmssarah/status/1526227993319940096
[1] https://twitter.com/Esqueer_/status/1526773125337305094
[1] https://www.dailymail.co.uk/news/article-10827239/SA-Covid-laws-threaten-two-years-jail-breaches-Premier-Peter-Malinauskas.html
[1] https://www.independent.co.uk/news/science/covid-19-cells-explode-inflammation-latest-b2080775.html
[1] https://greekherald.com.au/news/labor-teams-up-with-fronditha-care-to-deliver-centre-for-healthy-ageing/

Top URLs in Tweet in G9:
[4] https://www.youtube.com/watch?v=tj3U2sM1Pl8&feature=youtu.be

[3] https://wisdomkeeper.livedoor.blog/archives/52073080.html
[2] https://expose-news.com/2022/05/17/covid-jabs-increase-risk-heart-attack-death-young-adults/
[2] https://weliveinamadworld.com/top-australian-doctor-who-pushes-covid-19-vaccine-loses-only-daughter-while-in-her-sleep/
[2] https://www.infowars.com/posts/bill-gates-conspiracy-theories-about-me-that-convince-people-not-to-take-covid-shots-are-tragic/
[2] https://www.youtube.com/watch?v=69bVYOOIjVQ&feature=youtu.be

[2] https://creativedestructionmedia.com/news/2022/03/04/pfizer-drops-deadly-side-effects-document-bomb-on-vaccine-consumers/
[2] https://www.youtube.com/watch?v=0UZp6IA_wv4&feature=youtu.be

[2] https://threadreaderapp.com/thread/1503294433495851011.html
[2] https://threadreaderapp.com/thread/1507620981728333824?refresh=1648280413

Top Domains
Top Domains in Tweet in Entire Graph:
[275] twitter.com
[79] blogspot.com
[54] co.uk
[47] theguardian.com
[43] trib.al
[43] francetvinfo.fr
[38] youtube.com
[38] nytimes.com
[32] usps.com
[29] com.br

Top Domains in Tweet in G1:
[87] twitter.com
[12] co.uk
[11] com.br
[9] theepochtimes.com
[8] nytimes.com
[7] theguardian.com
[7] trib.al
[7] instagram.com
[6] covid.gov
[5] com.ar

Top Domains in Tweet in G2:
[2] twitter.com
[2] nct-jp.net

Top Domains in Tweet in G3:
[9] theguardian.com
[2] co.uk
[2] npr.org
[1] msn.com
[1] boston.com
[1] jamanetwork.com
[1] twitter.com
[1] covidtests.gov
[1] peoplesolicitors.com
[1] n.pr

Top Domains in Tweet in G4:
[27] francetvinfo.fr
[3] twitter.com
[3] lepoint.fr
[2] nbcnews.com
[2] sciencesetavenir.fr
[1] devonlive.com
[1] liberation.fr
[1] forbes.com
[1] youtube.com
[1] lesechos.fr

Top Domains in Tweet in G5:
[6] twitter.com
[2] medriva.com
[1] nytimes.com
[1] reuters.com
[1] dailykos.com
[1] gov.uk

Top Domains in Tweet in G6:
[7] trib.al
[5] nytimes.com
[4] twitter.com
[2] nyti.ms
[2] yahoo.com
[2] all.my
[2] go.com
[2] wsws.org
[1] cdc.gov
[1] google.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] co.uk
[2] ac.uk
[1] nyc.gov
[1] irishtimes.com
[1] elsevierhealth.com
[1] com.au

Top Domains in Tweet in G9:
[15] youtube.com
[7] twitter.com
[4] threadreaderapp.com
[3] weliveinamadworld.com
[3] livedoor.blog
[2] expose-news.com
[2] infowars.com
[2] creativedestructionmedia.com
[1] msn.com
[1] lecourrier-du-soir.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[262] covid19
[253] covid
[134] taeil
[120] nct127
[103] covid_19
[74] coronavirus
[68] longcovid
[56] pfizer
[43] covidー19
[41] 44698



Top Hashtags in Tweet in G1:
[51] covid
[36] covid19
[10] coronavirus
[8] china
[7] health
[7] 5/18/2022 12:00:00 AM
[6] news
[6] covid_19
[5] corona
[5] 5/17/2022 12:00:00 AM

Top Hashtags in Tweet in G2:
[126] taeil
[117] nct127

Top Hashtags in Tweet in G3:
[2] covidisntover
[1] maskbeforeyouvote
[1] savelives
[1] safelearning
[1] covid19
[1] brexitlies
[1] wecantlivewithsars

Top Hashtags in Tweet in G4:
[15] mauricette
[14] gates
[9] aurélienrousseau
[5] valvena
[4] pfizer
[2] effetssecondairesvaccin
[2] covid19
[2] moderna
[2] lyon
[1] elisabethborne

Top Hashtags in Tweet in G5:
[16] covid19
[5] longcovid
[3] covid
[1] covidisnotover

Top Hashtags in Tweet in G6:
[4] misinformation
[2] covid19
[2] capitalism
[1] immunizeunder5s
[1] clusterford
[1] ontariovotes
[1] covidisnotover
[1] cnn
[1] masks
[1] fear

Top Hashtags in Tweet in G7:
[13] noolvidamos

Top Hashtags in Tweet in G8:
[2] covidisnotover
[1] votethemout
[1] lnpdeathcult
[1] teamclots
[1] auspol
[1] alboforpm
[1] ausvotes

Top Hashtags in Tweet in G9:
[1] aurélienrousseau
[1] covid19
[1] vaccine
[1] uk

Top Hashtags in Tweet in G10:
[13] açıkcezaevi
[11] 17mayıs2022
[2] güçlüailegüçlütoplum

Top Words
Top Words in Tweet in Entire Graph:
[7816] covid
[2289] 19
[654] positive
[582] people
[463] taeil
[457] asymptomatic
[440] pandemic
[400] more
[398] tested
[343] long

Top Words in Tweet in G1:
[958] covid
[275] 19
[51] #covid
[42] taeil
[41] more
[38] people
[37] pandemic
[37] cases
[37] deaths
[36] #covid19

Top Words in Tweet in G2:
[487] covid
[480] positive
[475] 19
[419] asymptomatic
[402] taeil
[314] tested
[259] fever
[218] nagoya
[179] pcr
[172] concert

Top Words in Tweet in G3:
[184] covid
[65] perpetualwinger
[60] year
[57] old
[56] syncope
[56] following
[55] referred
[55] cardiologist
[55] experiencing
[55] frequent

Top Words in Tweet in G4:
[117] covid
[49] vaccin
[38] ans
[32] aux
[31] vient
[28] anti
[25] france3paris
[24] descente
[24] enfers
[24] d'eloïse

Top Words in Tweet in G5:
[128] covid
[60] long
[38] bank
[37] dgurdasani1
[37] england
[30] economy
[30] people
[29] drericding
[25] mandoline_blue
[22] protect

Top Words in Tweet in G6:
[106] covid
[32] stephtaitwrites
[23] map
[21] people
[15] omicron
[15] transmission
[14] nytimes
[14] infections
[14] times
[14] 19

Top Words in Tweet in G7:
[132] hoy
[132] días
[119] manuelrico
[113] hospital
[112] residentes
[111] gobierno
[109] ayuso
[109] aprobó
[109] protocolo
[109] impedía

Top Words in Tweet in G8:
[105] covid
[43] people
[27] long
[21] many
[21] chrischirp
[20] getting
[20] ukhsa
[17] marklevinenyc
[16] understand
[16] impossible

Top Words in Tweet in G9:
[77] covid
[21] 19
[17] コロナワクチン接種後3日以内の死亡データの一部を抜粋しました
[17] 元データは厚労省発表のものです
[17] 河野太郎さん
[17] コロナ信者
[17] 反ワクアンチの皆さん
[17] これを
[17] 安全
[17] と言い切る理由を教えて下さい

Top Words in Tweet in G10:
[116] covid
[78] ve
[57] olan
[47] kuran
[38] suça
[38] izninde
[37] rterdogan
[35] 19
[35] iznindeki
[33] çözüm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2216] covid,19
[554] positive,covid
[369] tested,positive
[311] taeil,tested
[257] fever,asymptomatic
[222] long,covid
[178] concert,22
[177] nagoya,concert
[172] 19,asymptomatic
[171] asymptomatic,performing

Top Word Pairs in Tweet in G1:
[268] covid,19
[23] long,covid
[15] covid,test
[15] 19,pandemic
[15] free,covid
[13] during,covid
[13] positive,covid
[12] due,covid
[11] north,korea
[11] covid,cases

Top Word Pairs in Tweet in G2:
[475] positive,covid
[475] covid,19
[313] tested,positive
[303] taeil,tested
[249] fever,asymptomatic
[172] concert,22
[171] asymptomatic,performing
[171] nagoya,concert
[170] 19,asymptomatic
[170] performing,during

Top Word Pairs in Tweet in G3:
[57] year,old
[55] old,referred
[55] referred,cardiologist
[55] cardiologist,experiencing
[55] experiencing,frequent
[55] frequent,episodes
[55] episodes,syncope
[55] syncope,following
[55] following,covid
[54] perpetualwinger,year

Top Word Pairs in Tweet in G4:
[26] vaccin,anti
[26] anti,covid
[24] covid,descente
[24] descente,aux
[24] aux,enfers
[24] enfers,d'eloïse
[23] france3paris,vaccin
[17] médecin,m'a
[17] m'a,permis
[17] permis,guérir

Top Word Pairs in Tweet in G5:
[55] long,covid
[37] bank,england
[19] sold,removal
[19] removal,mitigations
[19] mitigations,vital
[19] vital,protect
[19] protect,economy
[19] economy,bank
[19] england,sounding
[19] sounding,alarm

Top Word Pairs in Tweet in G6:
[14] covid,19
[14] map,one
[14] covid,transmission
[13] screenshot,cdc
[13] cdc,website
[13] website,current
[13] current,covid
[13] transmission,map
[13] one,used
[12] stephtaitwrites,screenshot

Top Word Pairs in Tweet in G7:
[119] manuelrico,hoy
[109] días,gobierno
[109] gobierno,ayuso
[109] ayuso,aprobó
[109] aprobó,protocolo
[109] protocolo,impedía
[109] impedía,trasladar
[109] trasladar,hospital
[109] hospital,residentes
[103] residentes,vulnerab

Top Word Pairs in Tweet in G8:
[22] long,covid
[17] getting,covid
[15] many,people
[15] people,getting
[15] covid,realize
[15] realize,qualify
[15] qualify,paxlovid
[15] paxlovid,asking
[15] asking,everyone
[15] everyone,65

Top Word Pairs in Tweet in G9:
[21] covid,19
[17] コロナワクチン接種後3日以内の死亡データの一部を抜粋しました,元データは厚労省発表のものです
[17] 元データは厚労省発表のものです,河野太郎さん
[17] 河野太郎さん,コロナ信者
[17] コロナ信者,反ワクアンチの皆さん
[17] 反ワクアンチの皆さん,これを
[17] これを,安全
[17] 安全,と言い切る理由を教えて下さい
[17] と言い切る理由を教えて下さい,私個人は
[17] 私個人は,事件

Top Word Pairs in Tweet in G10:
[38] covid,izninde
[35] covid,19
[31] covid,iznindeki
[29] iznindeki,ve
[29] ve,kapalıda
[29] kapalıda,kalanları
[29] kalanları,eşitlemek
[29] eşitlemek,ve
[29] ve,cezaevlerindeki
[29] cezaevlerindeki,doluluğu

Top Replied-To
Top Replied-To in Entire Graph:
@mandoline_blue
@karl_lauterbach
@convomf
@chrischirp
@drericding
@perpetualwinger
@peterhotez
@bfmtv
@liyah_sun
@reuters

Top Replied-To in G2:
@urhaechani
@haerensya
@iheartshiho
@awxjel
@onlyjaehyukk_

Top Replied-To in G3:
@perpetualwinger
@rosec
@bewareoz
@paullewismoney
@ragesheen
@parody_pm
@danielgoyal
@drdavidallen
@denise_dewald
@nomandates4

Top Replied-To in G4:
@yvespdb
@mounotella
@jeanvaccin
@annieninidlf
@gabinjean3
@tvlofficiel
@banounhelene
@gkierzek

Top Replied-To in G5:
@mandoline_blue
@drericding
@myrmec
@nychealthcommr
@angrybklynmom
@catscouse
@rosannascotto
@x3r0gxx
@joycewhitevance
@haziethompson

Top Replied-To in G6:
@stephtaitwrites
@liberacepuppy
@bibicosplays
@mmofcan
@theangryepi
@geee0h1
@asignia
@notyoursweetbab
@cindy77717995
@emwils

Top Replied-To in G7:
@zoidoji

Top Replied-To in G8:
@chrischirp
@acurrentaffair9
@4a_of
@cassandranocov
@alisavaldesrod1
@mattthompson
@webelator
@albomp
@starbie99
@glengirl2

Top Replied-To in G9:
@europarl_fr
@unmecrandom99
@laurentpiot56
@dvalmenier
@duvaleroyj
@naracity_tweets
@cedricmurielle

Top Replied-To in G10:
@eyyub81
@1580gk

Top Mentioned
Top Mentioned in Entire Graph:
@127bbl
@nctdaoylng
@manuelrico
@sm_nct
@perpetualwinger
@manonelife
@hammad_azhar
@ekrem_imamoglu
@debra_caplan
@nctymisfit

Top Mentioned in G1:
@bd007marky
@suarez_431
@prtommobr
@may_talcott
@bomboradyonews
@yeisonmateod
@semih16312905
@drlboominathan
@mm57410887
@1petitelionne

Top Mentioned in G2:
@127bbl
@nctdaoylng
@sm_nct
@nctymisfit
@nct127_center
@xoxoxodoie
@waferchoco94jp

Top Mentioned in G3:
@perpetualwinger
@drshanerrr
@tamarakeithnpr
@danielgoyal
@uche_blackstock
@smoggypower
@marctennant
@drneenajha
@masanpra
@ragesheen

Top Mentioned in G4:
@france3paris
@philippeherlin
@f_philippot
@marc_doyer
@neilclark66
@papanours60
@p_duval
@ex_infirmier
@ligne__droite
@philippemurer

Top Mentioned in G5:
@dgurdasani1
@drericding
@mandoline_blue
@haziethompson
@wsbgnl
@medriva
@bankofengland
@myrmec
@richardjmurphy
@nycmayor

Top Mentioned in G6:
@stephtaitwrites
@nytimes
@downtownrob88
@andrewromano
@abraarkaran
@apoorva_nyc
@abc
@sarahkarlin
@awsparling
@virusesimmunity

Top Mentioned in G7:
@manuelrico
@fiscal_es
@alberto_p_ferre

Top Mentioned in G8:
@ukhsa
@marklevinenyc
@chrischirp
@dremilyrsmith
@kit_yates_maths
@doneford
@albomp
@acurrentaffair9
@scottmorrisonmp
@alisavaldesrod1

Top Mentioned in G9:
@awakend_citizen
@youtube
@doctormacias
@zenon71647295
@jhmdrei
@naphtalinelebon
@sandragallina
@ep_environment
@jabouvier
@woodynist

Top Mentioned in G10:
@rterdogan
@dobramadam
@ayln69
@mhalukcavusoglu
@k4rpt0
@aysegul28571848
@mhp_bilgi
@canbilgin_65
@mhptbmmgrubu
@klaslansevin1

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@rojname_com
@jornalistavitor
@kompascom
@repartodigital
@paoloigna1
@berkleybearnews
@detikcom
@vekilimcom
@infoapuntes

Top Tweeters in G1:
@zazoomblog
@rojname_com
@repartodigital
@berkleybearnews
@infoapuntes
@medicinehelp
@tuiterpro
@andyvermaut
@bdnews24
@beritasatu

Top Tweeters in G2:
@mppcysws
@nonaenaenae
@bupiae
@yoyoungz
@sjijy
@doublezxb
@d7thsense_
@marklees
@worldof_nattie
@majayuta

Top Tweeters in G3:
@david96212152
@tsiser45
@laizydaizey
@meredithheron
@summerbreezeus
@nomorebooks
@evelyns51868235
@fahyhallowell
@mertinsk
@teresabdb62

Top Tweeters in G4:
@yvespdb
@myriamjerome
@playstrumpcard
@gateta30
@krebs_claire
@bouchakourdanie
@pmlahaye
@papanours60
@andrealisation
@comtemaintenon

Top Tweeters in G5:
@_silversmith
@watergatesummer
@cabbidges
@cfitzbroadway
@kernowdamo
@vankapro
@jodyalford17
@jl_998
@kim_crawley
@mario_zuvic

Top Tweeters in G6:
@govsherazkhan
@lbutronp
@nytimes
@keithmfitz
@abc
@dormousegirl
@ameliaaber
@resinanian
@basuashis
@newsweek

Top Tweeters in G7:
@esthercld
@caldaroneceres
@fitocorleone
@karimdiaz
@monny1963
@sergi_alla
@marijosidemaya
@64bd6e05b7f1445
@xarxa52
@azucar64

Top Tweeters in G8:
@lesleygsmith3
@pppatticake
@monasmitte
@sundene
@saffiya_khan1
@1snoozyq
@utorgersen
@33kindnessrulz
@ronague
@sandi89701936

Top Tweeters in G9:
@m2bliquis
@dddamiennn
@mn818_yura
@delunadiego
@tpmp
@naphtalinelebon
@idrissaberkane
@chanlape20
@jabouvier
@carlos_morin

Top Tweeters in G10:
@ahmetyagciyagci
@ayln69
@krdsl
@emrahyari
@nurtenorak6
@1580gk
@akparti
@ozan_blk07
@dondualbayrak3
@_mhpistanbul_


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