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COVID_2022-05-20_00-42-59.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2022
Short Description:
COVID via NodeXL https://bit.ly/3LwuyEp
@perpetualwinger
@mon4kooyong
@danielgoyal
@drkate_miller
@happyholidays08
@drericding
@laizydaizey
@dgurdasani1
@cdcgov
@edwardjdavey

Top hashtags:
#covid19
#covid
#taeil
#nct127
#covid_19
#44700
#4millonesymas
#coronavirus

Description:
Description
The graph represents a network of 11,184 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, 20 May 2022 at 07:55 UTC.

The requested start date was Friday, 20 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 Tuesday, 17 May 2022 at 12:16 UTC to Thursday, 19 May 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 : 11184
Unique Edges : 6515
Edges With Duplicates : 11518
Total Edges : 18033
Number of Edge Types : 5
Retweet : 5304
MentionsInRetweet : 6196
Tweet : 2959
Replies to : 1090
Mentions : 2484
Self-Loops : 3022
Reciprocated Vertex Pair Ratio : 0.00593375768691337
Reciprocated Edge Ratio : 0.0117975117975118
Connected Components : 3121
Single-Vertex Connected Components : 1044
Maximum Vertices in a Connected Component : 1313
Maximum Edges in a Connected Component : 3016
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 9.725697
Graph Density : 7.45498513032696E-05
Modularity : 0.581175
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,184 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, 20 May 2022 at 07:55 UTC.

The requested start date was Friday, 20 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 Tuesday, 17 May 2022 at 12:16 UTC to Thursday, 19 May 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:
[26] https://france3-regions.francetvinfo.fr/paris-ile-de-france/seine-et-marne/vaccin-anti-covid-la-descente-aux-enfers-d-eloise-2543656.html
[25] https://special.usps.com/testkits
[19] https://www.covidtests.gov/
[10] https://www.covid.gov/tests
[9] https://breathemd.org/blog/2022/5/19/updated-covid-early-treatment-protocol-and-practice-updates
[9] https://www.cnn.com/2022/05/17/politics/home-covid-tests/index.html
[8] https://news.met.police.uk/news/mets-investigation-into-alleged-breaches-of-covid-regulations-op-hillman-concludes-448148
[8] https://es.vida-estilo.yahoo.com/viruela-mono-signo-distintivo-enfermedad-reino-unido-102710642.html
[7] https://www.theguardian.com/australia-news/2022/may/18/labor-to-consider-new-national-covid-strategy-to-reduce-deaths
[7] https://www.theatlantic.com/health/archive/2022/05/hospitalization-covid-healthcare-burnout/629892/

Top URLs in Tweet in G1:
[6] https://www.covid.gov/tests
[3] https://www.theepochtimes.com/mkt_app/higher-covid-19-infection-rates-among-vaccinated-children-than-unvaccinated-cdc-data-show_4470005.html
[3] https://twitter.com/jeongyunonly/status/1526899084656726016
[3] https://www.cronista.com/informacion-gral/alerta-covid-las-vacunas-de-pfizer-moderna-y-astrazeneca-que-se-aplican-en-argentina-aceleran-la-aparicion-de-nuevos-efectos-secundarios/
[2] https://twitter.com/Mandoline_Blue/status/1526225996319449088
[2] https://special.usps.com/testkits
[2] https://abcnews.go.com/Health/wireStory/biden-offering-additional-free-covid-19-tests-public-84774480?utm_source=dlvr.it&utm_medium=twitter
[2] https://grandesmedios.com/vitamina-c-en-covid-19/
[2] http://forms.copeland.gov.uk/form/carf
[2] https://www.copeland.gov.uk/coronavirus-resources-business

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:
[5] https://www.theguardian.com/australia-news/2022/may/19/aec-anomaly-means-some-people-isolating-with-covid-may-not-be-able-to-vote-in-saturdays-election?CMP=share_btn_tw
[3] https://www.theguardian.com/australia-news/2022/may/18/labor-to-consider-new-national-covid-strategy-to-reduce-deaths?CMP=share_btn_tw
[3] https://www.moniqueryan.com.au/legalfund
[3] https://www.abc.net.au/news/2022-05-19/covid-cases-may-not-be-able-to-vote-in-federal-election-aec-says/101080606
[3] https://bylinetimes.com/2021/07/23/australias-covid-calamity-and-the-shock-jocks-feeding-it/
[2] https://www.theguardian.com/australia-news/2022/may/19/aec-anomaly-means-some-people-isolating-with-covid-may-not-be-able-to-vote-in-saturdays-election?CMP=Share_iOSApp_Other
[2] https://www.sbs.com.au/news/article/monique-ryan-says-shes-taking-legal-action-as-some-covid-positive-voters-face-voting-barrier/8jckl4iqp
[2] https://www.vaccines.gov/
[2] https://www.sbs.com.au/news/article/monique-ryan-says-shes-taking-legal-action-as-some-covid-positive-voters-face-voting-barrier/8jckl4iqp?cid=newsapp:socialshare:twitter
[1] https://twitter.com/Mon4Kooyong/status/1527231808118849536

Top URLs in Tweet in G4:
[2] https://trib.al/qWgD74z
[1] https://www.scotsman.com/news/politics/partygate-met-police-inquiry-into-downing-street-and-whitehall-covid-breaches-completed-with-126-fines-3700613
[1] https://informatics.bmj.com/content/28/1/e100448
[1] https://twitter.com/fitterhappierAJ/status/1481683717785624577
[1] https://twitter.com/lhsyd/status/1526723259097485312
[1] https://www.thenation.com/article/society/case-numbers-covid/
[1] https://twitter.com/RoshanaMN/status/1527217972980367360
[1] https://parliamentlive.tv/event/index/24c943a4-b402-43b3-8aad-6a6b04053519
[1] https://twitter.com/Myrmec/status/1526501237667020800
[1] https://twitter.com/Mandoline_Blue/status/1526225996319449088

Top URLs in Tweet in G5:
[3] https://www.thestar.com/news/gta/2022/05/18/ontario-md-probed-over-covid-vaccine-exemptions-allegedly-said-fighting-mandates-was-like-resisting-nazis-court-hears.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=ontariomdvaccine
[3] https://www.cbc.ca/news/canada/toronto/covid-ont-ltc-commission-1.5942776
[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] https://www.independent.co.uk/news/world/americas/covid-vaccine-kidney-transplant-b2080852.html
[1] https://twitter.com/drgregkelly/status/1526455932711890944
[1] https://docs.google.com/document/d/11R-6TkMBs8EvKXYzB_Pj1SdccyUEZSds/edit?usp=drivesdk&ouid=114295664334373706437&rtpof=true&sd=true
[1] https://www.thestar.com/politics/provincial/2022/05/19/ndp-leader-andrea-horwath-tests-positive-for-covid-19-cancels-northern-campaign-swing.html?source=newsletter
[1] https://twitter.com/CP24/status/1527224830793334784
[1] https://twitter.com/CTVNews/status/1526797294003269632
[1] https://www.thestar.com/politics/provincial/2022/05/19/ndp-leader-andrea-horwath-tests-positive-for-covid-19-cancels-northern-campaign-swing.html

Top URLs in Tweet in G6:
[2] https://alphanews.org/doctors-said-a-6-year-old-needs-the-covid-vaccine-now-he-has-myocarditis-and-cant-walk/
[1] https://twitter.com/Monkeypoxx/status/1527261897816702976
[1] https://www.uptodate.com/contents/covid-19-vaccine-induced-immune-thrombotic-thrombocytopenia-vitt/print
[1] https://twitter.com/osmosis8989/status/1527257494732656640
[1] https://www.bmj.com/content/370/bmj.m3563/rr-6
[1] https://www.nih.gov/news-events/news-releases/scientists-identify-characteristics-better-define-long-covid
[1] https://brandnewtube.com/watch/the-truth-about-children-hepatitis-and-the-covid-jab_CpQrGIObaDeNo6x.html

Top URLs in Tweet in G7:
[4] https://france3-regions.francetvinfo.fr/paris-ile-de-france/seine-et-marne/vaccin-anti-covid-la-descente-aux-enfers-d-eloise-2543656.html
[2] https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/13375-Prolongation-du-reglement-sur-le-certificat-COVID-numerique-de-lUE/feedback_fr?p_id=27926341
[1] https://investir.lesechos.fr/actions/actualites/covid-19-bruxelles-compte-resilier-le-contrat-de-valneva-pour-la-fourniture-de-vaccins-2017012.php
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100050198092192%2Fposts%2F531421815207750%2F%3Fd%3Dn
[1] https://france3-regions.francetvinfo.fr/paris-ile-de-france/seine-et-marne/vaccin-anti-covid-la-descente-aux-enfers-d-eloise-2543656.html?utm_term=Autofeed&utm_medium=Social&utm_source=Facebook&fbclid=IwAR0GBTyEkmUz22mZuqz1HxFwu6FHUWIUskZLEmToxBjQhBCJgtnD9z1mWW8#Echobox=1652753239
[1] https://sante.journaldesfemmes.fr/fiches-maladies/2738049-vaccin-valneva-covid-france-composition-date-ema-1652957577.amphtml/
[1] https://www.dna.fr/magazine-sante/2022/05/19/les-nouveau-nes-proteges-du-covid-19-grace-a-leur-mere
[1] https://www.lindependant.fr/2022/05/17/covid-le-vaccin-nempeche-ni-la-transmission-du-virus-ni-de-le-contracter-rappelle-lunion-dentaire-qui-demande-a-macron-la-reouverture-des-cabinets-de-dentistes-non-vaccines-10300274.php
[1] https://www.tradingsat.com/valneva-FR0004056851/actualites/valneva-risquant-de-perdre-son-contrat-avec-l-ue-pour-son-vaccin-anti-covid-valneva-chute-en-bourse-1018999.html
[1] https://www.midilibre.fr/2022/05/09/covid-medecins-infirmiers-sages-femmes-ces-soignants-toujours-a-larret-faute-detre-vaccines-10284748.php

Top URLs in Tweet in G8:
[4] https://www.youtube.com/watch?v=tj3U2sM1Pl8&feature=youtu.be

[3] https://wisdomkeeper.livedoor.blog/archives/52073080.html
[3] https://www-ncbi-nlm-nih-gov.translate.goog/pmc/articles/PMC9062939/?_x_tr_sl=en&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=wapp
[2] https://infodujour.fr/sciences/57831-covid-19-les-vaccins-et-rappels-de-moins-en-moins-efficaces-et-de-plus-en-plus-nocifs
[2] https://creativedestructionmedia.com/news/2022/03/04/pfizer-drops-deadly-side-effects-document-bomb-on-vaccine-consumers/
[2] https://expose-news.com/2022/05/17/covid-jabs-increase-risk-heart-attack-death-young-adults/
[2] https://threadreaderapp.com/thread/1507620981728333824?refresh=1648280413
[2] https://www.youtube.com/watch?v=0UZp6IA_wv4&feature=youtu.be

[1] https://fda.gov/media/143557/download
[1] https://twitter.com/gregtabibian/status/1526862793726648320

Top URLs in Tweet in G10:
[2] https://www.cbsnews.com/news/covid-19-tests-antigen-coronavirus-testing-free/?ftag=CNM-00-10aab8d&linkId=165420675
[2] http://abcnews.go.com/Health/covid-transmission-asymptomatic/story?id=84599810
[2] https://trib.al/Kw2HI5m
[1] https://nyti.ms/3LqdrE4
[1] https://trib.al/ljWcvmf
[1] https://nyti.ms/3MsPgGz
[1] https://nyti.ms/3wmCaVy
[1] https://trib.al/AQHMp51
[1] https://trib.al/qJbZUxX
[1] https://nyti.ms/3wsgGXq

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[78] blogspot.com
[59] theguardian.com
[41] co.uk
[36] youtube.com
[32] francetvinfo.fr
[30] trib.al
[28] nytimes.com
[27] com.br
[27] bit.ly

Top Domains in Tweet in G1:
[106] twitter.com
[13] com.br
[11] nytimes.com
[11] co.uk
[8] theepochtimes.com
[7] reuters.com
[7] theguardian.com
[7] com.ar
[6] covid.gov
[6] gov.uk

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

Top Domains in Tweet in G3:
[11] theguardian.com
[11] com.au
[5] twitter.com
[3] net.au
[3] bylinetimes.com
[2] vaccines.gov
[1] who.int
[1] bmj.com
[1] cdc.gov
[1] org.au

Top Domains in Tweet in G4:
[5] twitter.com
[2] trib.al
[1] scotsman.com
[1] bmj.com
[1] thenation.com
[1] parliamentlive.tv
[1] boston.com
[1] jamanetwork.com
[1] dailykos.com

Top Domains in Tweet in G5:
[7] thestar.com
[5] twitter.com
[3] cbc.ca
[2] yahoo.com
[2] co.uk
[1] google.com
[1] blacklocks.ca
[1] pbs.org
[1] healio.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] alphanews.org
[1] uptodate.com
[1] bmj.com
[1] nih.gov
[1] brandnewtube.com

Top Domains in Tweet in G7:
[5] francetvinfo.fr
[3] europa.eu
[1] lesechos.fr
[1] facebook.com
[1] journaldesfemmes.fr
[1] dna.fr
[1] lindependant.fr
[1] tradingsat.com
[1] midilibre.fr
[1] translate.goog

Top Domains in Tweet in G8:
[15] youtube.com
[7] twitter.com
[3] livedoor.blog
[3] translate.goog
[2] infodujour.fr
[2] creativedestructionmedia.com
[2] expose-news.com
[2] threadreaderapp.com
[1] fda.gov
[1] lecourrier-du-soir.com

Top Domains in Tweet in G10:
[10] trib.al
[5] nyti.ms
[5] twitter.com
[2] cbsnews.com
[2] go.com
[2] nytimes.com
[1] co.uk
[1] wapo.st
[1] cnn.it
[1] cbsn.ws

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[238] covid19
[228] covid
[134] taeil
[120] nct127
[96] covid_19
[63] 44700
[63] 4millonesymas
[60] coronavirus
[55] longcovid
[45] pfizer



Top Hashtags in Tweet in G1:
[41] covid
[29] covid19
[11] covid_19
[11] 5/19/2022 12:00:00 AM
[11] 4millonesymas
[10] coronavirus
[9] 5/18/2022 12:00:00 AM
[5] 5/17/2022 12:00:00 AM
[5] pueblounidoinvencible
[5] 4millonesymás

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

Top Hashtags in Tweet in G3:
[15] auspol
[12] covid19
[5] qanda
[5] ausvotes
[4] omicron
[3] longcovid
[3] letthemvote
[2] ausvotes2022
[1] ffs
[1] kooyongvotes

Top Hashtags in Tweet in G4:
[6] pmqs
[6] johnsonout
[6] partygate
[4] breaking
[3] longcovid
[2] bbcrealitycheck
[1] auspol
[1] randox
[1] covid
[1] covid19

Top Hashtags in Tweet in G5:
[12] onpoli
[3] covid19
[3] covid
[2] cdnpoli
[1] onelxn
[1] clusterford
[1] ontariovotes
[1] walkthewalk
[1] toronto
[1] onted

Top Hashtags in Tweet in G7:
[7] valneva
[4] covid19vaccine
[2] covid19
[2] covid
[1] pfizer
[1] vaccins
[1] legislatives2022
[1] nupes
[1] macronmckinseygate

Top Hashtags in Tweet in G8:
[5] aurélienrousseau
[2] toubiana
[1] covid
[1] covid19
[1] vaccine
[1] uk
[1] elisabethborne

Top Hashtags in Tweet in G9:
[12] noolvidamos

Top Hashtags in Tweet in G10:
[2] sarscov2
[2] longcovid
[2] misinformation
[1] smartnews
[1] democrats
[1] super_spreaders
[1] msm
[1] covid19
[1] covidisnotover

Top Words
Top Words in Tweet in Entire Graph:
[8021] covid
[2225] 19
[781] positive
[681] people
[475] tested
[463] taeil
[455] more
[443] asymptomatic
[392] pandemic
[335] during

Top Words in Tweet in G1:
[1008] covid
[311] 19
[44] more
[42] 2022
[42] taeil
[41] #covid
[38] people
[35] long
[35] cases
[33] positive

Top Words in Tweet in G2:
[488] covid
[481] positive
[476] 19
[420] asymptomatic
[403] taeil
[315] tested
[260] fever
[218] nagoya
[180] pcr
[172] concert

Top Words in Tweet in G3:
[271] covid
[93] vote
[91] people
[71] mon4kooyong
[70] positive
[67] voting
[64] aec
[60] auselectoralcom
[50] australians
[47] taking

Top Words in Tweet in G4:
[193] covid
[35] long
[29] wrong
[29] bank
[29] england
[29] perpetualwinger
[27] old
[25] dgurdasani1
[25] year
[24] referred

Top Words in Tweet in G5:
[157] covid
[36] ford
[35] leader
[32] doug
[29] tested
[28] gt
[26] 19
[21] ontario
[21] positive
[19] liberal

Top Words in Tweet in G6:
[31] covid
[9] people
[7] gerarddelaney39
[7] vaccine
[6] osmosis8989
[6] uk
[6] swaledalemutton
[5] scam
[5] monkeypox
[5] ready

Top Words in Tweet in G7:
[70] covid
[28] v_joron
[20] pass
[19] européenne
[19] sanitaire
[18] vaccin
[18] mon
[17] commission
[17] par
[17] macron

Top Words in Tweet in G8:
[75] covid
[15] plus
[14] 19
[14] youtube
[14] peux
[14] être
[13] enfin
[12] oui
[12] ce
[12] ça

Top Words in Tweet in G9:
[126] hoy
[126] días
[114] manuelrico
[102] hospital
[98] gobierno
[98] residentes
[96] ayuso
[96] aprobó
[96] protocolo
[96] impedía

Top Words in Tweet in G10:
[106] covid
[25] nytimes
[18] third
[17] americans
[15] one
[14] long
[14] people
[13] cases
[12] more
[12] many

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2126] covid,19
[622] positive,covid
[434] tested,positive
[311] taeil,tested
[257] fever,asymptomatic
[191] long,covid
[178] concert,22
[177] nagoya,concert
[172] 19,asymptomatic
[171] asymptomatic,performing

Top Word Pairs in Tweet in G1:
[294] covid,19
[27] long,covid
[18] positive,covid
[13] covid,cases
[13] contra,covid
[11] covid,test
[11] covid,deaths
[11] well,soon
[11] #19may,prevención
[11] prevención,tener

Top Word Pairs in Tweet in G2:
[476] positive,covid
[476] covid,19
[314] tested,positive
[304] taeil,tested
[250] fever,asymptomatic
[172] concert,22
[171] asymptomatic,performing
[171] nagoya,concert
[170] 19,asymptomatic
[170] performing,during

Top Word Pairs in Tweet in G3:
[39] covid,positive
[39] court,tomorrow
[38] special,minister
[38] minister,state
[38] state,ben
[38] ben,morton
[36] monique,ryan
[36] positive,australians
[31] legal,challenge
[30] ryan,lodge

Top Word Pairs in Tweet in G4:
[32] long,covid
[29] bank,england
[28] covid,wrong
[25] year,old
[24] old,referred
[24] referred,cardiologist
[24] cardiologist,experiencing
[24] experiencing,frequent
[24] frequent,episodes
[24] episodes,syncope

Top Word Pairs in Tweet in G5:
[29] doug,ford
[28] leader,gt
[26] covid,19
[17] party,leaders
[17] pretend,covid
[15] tested,positive
[14] covid,done
[14] gt,covid
[13] covid,know
[13] positive,covid

Top Word Pairs in Tweet in G6:
[5] ready,monkey
[5] monkey,pox
[5] pox,covid
[5] covid,people
[5] people,infected
[5] infected,uk
[5] uk,expect
[5] expect,reboot
[5] reboot,2020
[5] cutmanscurse,offgriddesigner

Top Word Pairs in Tweet in G7:
[19] pass,sanitaire
[15] commission,européenne
[15] européenne,consulté
[15] consulté,citoyens
[15] citoyens,projet
[15] projet,extension
[15] extension,pass
[15] sanitaire,sera
[15] sera,voté
[15] voté,par

Top Word Pairs in Tweet in G8:
[14] covid,19
[8] ça,sort
[8] sort,enfin
[8] enfin,presse
[8] presse,inefficacité
[8] inefficacité,toxicité
[8] toxicité,injections
[8] injections,frauduleusement
[8] frauduleusement,appelés
[8] appelés,vaccins

Top Word Pairs in Tweet in G9:
[114] manuelrico,hoy
[96] días,gobierno
[96] gobierno,ayuso
[96] ayuso,aprobó
[96] aprobó,protocolo
[96] protocolo,impedía
[96] impedía,trasladar
[96] trasladar,hospital
[96] hospital,residentes
[92] residentes,vulnerab

Top Word Pairs in Tweet in G10:
[13] long,covid
[11] third,americans
[10] covid,19
[9] americans,live
[8] north,korea
[8] tested,positive
[8] one,third
[7] breaking,news
[7] official,japan
[7] japan,mistakenly

Top Replied-To
Top Replied-To in Entire Graph:
@auselectoralcom
@mon4kooyong
@disclosetv
@mandoline_blue
@karl_lauterbach
@drkerrynphelps
@devil3o3
@lisa_iannattone
@paulmeekperth
@drericding

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

Top Replied-To in G3:
@auselectoralcom
@mon4kooyong
@drkerrynphelps
@runcibleh
@braggepeter
@latrioli
@drkate_miller
@sudharmapala
@funnellmike
@crimsonartist

Top Replied-To in G4:
@mandoline_blue
@lisa_iannattone
@pippacrerar
@mcdevonmd
@data_lore
@ariskatzourakis
@ballouxfrancois
@laura4444445
@danielgoyal
@sig_sovversivo

Top Replied-To in G5:
@joeolivermd
@nilikm
@timcast
@missinewsroom
@fordnation
@cj3881
@stevendelduca
@canada__dude
@to_resident
@andreahorwath

Top Replied-To in G6:
@devil3o3
@ivormectin2
@jillkeene20
@gillymccain1
@leftiesn
@breezergalway
@sailorrooscout
@whykeepitup
@basil_ireton
@beckyj2779

Top Replied-To in G7:
@chmira58
@anticlee69
@marie08187533
@baddackus
@charpiecharpo

Top Replied-To in G8:
@medic4allhuman
@christ24intern1
@naracity_tweets
@naphtalinelebon
@cnnphilippines
@no94559907
@europarl_fr
@laurentpiot56
@dvalmenier
@cedricmurielle

Top Replied-To in G10:
@realcandaceo
@timabray
@dioniciort
@mamatoronto
@drgregkelly
@newsmax
@virusesimmunity
@tryangregory
@jimmy37762492
@kimiversenshow

Top Mentioned
Top Mentioned in Entire Graph:
@127bbl
@nctdaoylng
@sm_nct
@manuelrico
@mon4kooyong
@manonelife
@debra_caplan
@auselectoralcom
@nctymisfit
@jjaranaz94

Top Mentioned in G1:
@bryantfikes
@fatoamazonico
@politicalwire
@ralpshtone
@dr_ellie
@camaguey55
@weupshopping
@8messier7
@jehovahrappha

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

Top Mentioned in G3:
@mon4kooyong
@auselectoralcom
@sallyrugg
@murpharoo
@latingle
@runcibleh
@who
@maynereport
@ronnisalt

Top Mentioned in G4:
@perpetualwinger
@dgurdasani1
@danielgoyal
@mandoline_blue
@farid__jalali
@gregggonsalves
@sandyboots2020
@pfloppe
@pippacrerar
@mcdevonmd

Top Mentioned in G5:
@drkateto
@andreahorwath
@fordnation
@downtownrob88
@joeolivermd
@colindmello
@mikeschreiner
@andrewromano
@imgrund
@torontostar

Top Mentioned in G6:
@gerarddelaney39
@osmosis8989
@swaledalemutton
@greygeese100
@andrew7rd
@firstavelad
@artyshouse
@cutmanscurse
@offgriddesigner
@henrywalkersmi1

Top Mentioned in G7:
@v_joron
@divizio1
@grandosek
@chmira58
@dupontaignan
@jlesgards
@thekeeper46
@niusmarco
@ema_news
@mckinsey_france

Top Mentioned in G8:
@youtube
@naphtalinelebon
@chriscottonstat
@juliacerisi
@jhmdrei
@zenon71647295
@philippeherlin
@medic4allhuman
@sandragallina
@ep_environment

Top Mentioned in G9:
@manuelrico
@fiscal_es
@julenbollain

Top Mentioned in G10:
@nytimes
@washingtonpost
@cnn
@tryangregory
@reallandsend
@cbsmornings
@taylorlorenz
@mynamesnotgordy
@timabray
@karsatov

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@infoitinterno
@rojname_com
@kompascom
@repartodigital
@berkleybearnews
@detikcom
@infoitcultura
@vekilimcom

Top Tweeters in G1:
@infoitinterno
@rojname_com
@repartodigital
@berkleybearnews
@infoitcultura
@infoapuntes
@zyitegadgets
@medicinehelp
@stigmabaseo
@tuiterpro

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

Top Tweeters in G3:
@sallyrmelb
@blanketcrap
@daveyk317
@vmbritsch
@melissasweetdr
@pammieoz
@joneshowdareyou
@roseg
@animaeok
@uninoticias

Top Tweeters in G4:
@serendipitysays
@david96212152
@glynis_fisher
@laizydaizey
@thescotsman
@meredithheron
@summerbreezeus
@garrylloydthom2
@jl_998
@kim_crawley

Top Tweeters in G5:
@lyndae222
@kelownascott
@torontostar
@ameliaaber
@davidchiarelli
@rexglacer
@mcfslaw
@nancy_crouse
@sunlorrie
@darbytl

Top Tweeters in G6:
@julie34479
@crazycdn123
@ctsian
@jimmylemons
@julesserkin
@breezergalway
@obozolies
@sailorrooscout
@smileygirl2706
@kcdartexpress

Top Tweeters in G7:
@soniacolpo
@m75sylvie
@ch_coulon
@jackimbe
@marie08187533
@steffymunch
@mandrinvienne
@hasoftconcept
@lindependant
@tnolwene

Top Tweeters in G8:
@cnnphilippines
@dddamiennn
@ericmassaud
@tpmp
@crypto_execute
@juliacerisi
@fabkaforza
@pplmanuel
@naphtalinelebon
@timmjph

Top Tweeters in G9:
@marialfv
@esthercld
@crg1212
@fitocorleone
@karimdiaz
@monny1963
@marijosidemaya
@apoloniagg9
@64bd6e05b7f1445
@xarxa52

Top Tweeters in G10:
@nytimes
@washingtonpost
@bbcmundo
@malena1083
@iamsophianelson
@keithmfitz
@abc
@cnn
@maxamaxim
@ohemaadufiegh


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