antivaxx, Twitter, 2/5/2022 5:24:02 PM, 271409


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antivaxx_2022-02-05_07-30-01.xlsx
antivaxx_2022-02-05_07-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 05, 2022
Short Description:
antivaxx via NodeXL https://bit.ly/3J6Yoyi
@antesavoldi
@joerogan
@gutobertagnoli
@tuckercarlson
@amemphys
@saudenobr
@ingrahamangle
@chubbychucks
@mzdivah67
@michellesdude

Top hashtags:
#antivaxx
#covid19
#antivaxxers
#antivax
#covid
#truckersforfreedom2022

Description:
Description
The graph represents a network of 8,889 Twitter users whose tweets in the requested range contained "antivaxx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 05 February 2022 at 15:37 UTC.

The requested start date was Saturday, 05 February 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, 18-hour, 40-minute period from Monday, 31 January 2022 at 22:53 UTC to Thursday, 03 February 2022 at 17:34 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 : 8889
Unique Edges : 3458
Edges With Duplicates : 11873
Total Edges : 15331
Number of Edge Types : 5
Retweet : 5611
MentionsInRetweet : 6145
Replies to : 1106
Mentions : 1616
Tweet : 853
Self-Loops : 905
Reciprocated Vertex Pair Ratio : 0.00378116507148765
Reciprocated Edge Ratio : 0.00753384343731607
Connected Components : 1277
Single-Vertex Connected Components : 487
Maximum Vertices in a Connected Component : 5146
Maximum Edges in a Connected Component : 10825
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 7.809794
Graph Density : 0.000107524252256478
Modularity : 0.538014
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,889 Twitter users whose tweets in the requested range contained "antivaxx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 05 February 2022 at 15:37 UTC.

The requested start date was Saturday, 05 February 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, 18-hour, 40-minute period from Monday, 31 January 2022 at 22:53 UTC to Thursday, 03 February 2022 at 17:34 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 : antivaxx
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:
[12] https://1scandal.com/allemagne-un-maire-publie-un-decret-autorisant-les-manifestants-antivaxx-a-etre-abattus-a-vue/
[8] https://www.bbc.co.uk/news/health-60200774
[7] https://twitter.com/txtdrjkt/status/1489034818729828354
[6] https://www.dailykos.com/stories/2022/1/31/2077803/-I-wish-I-could-quit-the-Antivaxx-Chronicles-but-here-s-why-I-can-t
[5] https://www.williamquincybelle.com/2022/01/covid-19-what-would-you-do.html
[5] https://www.williamquincybelle.com/2022/01/the-world-has-gone-mad-covid-and.html
[4] https://www.youtube.com/watch?v=M9DQglhzlu4&feature=youtu.be

[4] https://www.williamquincybelle.com/2022/01/covid-premise-of-antis.html
[4] https://www.williamquincybelle.com/2011/01/god-does-not-help-those-who-help.html
[4] https://www.williamquincybelle.com/2022/01/dear-antivaxxers-what-about-my-rights.html

Top URLs in Tweet in G1:
[1] https://twitter.com/choquei/status/1488971533330665475
[1] https://twitter.com/antesavoldi/status/1488518845765718024

Top URLs in Tweet in G2:
[1] https://twitter.com/CoronavirusBra1/status/1488999942849024000
[1] https://twitter.com/credoqueluxo/status/1488594577455992837?t=ha2Qkcvmi568BAXxwGAOzg&s=19
[1] https://twitter.com/schmittpaula/status/1488893804799217665?t=fMzkwMJ2pjNjMVqwo556GQ&s=19

Top URLs in Tweet in G3:
[1] https://twitter.com/QuillFirePoetry/status/1489129987928117250

Top URLs in Tweet in G4:
[6] https://www.dailykos.com/stories/2022/1/31/2077803/-I-wish-I-could-quit-the-Antivaxx-Chronicles-but-here-s-why-I-can-t
[5] https://twitter.com/txtdrjkt/status/1489034818729828354
[4] https://www.youtube.com/watch?v=M9DQglhzlu4&feature=youtu.be

[3] https://twitter.com/PopCrave/status/1488627867693072388
[3] https://1scandal.com/allemagne-un-maire-publie-un-decret-autorisant-les-manifestants-antivaxx-a-etre-abattus-a-vue/
[3] https://twitter.com/mdgrinbaud/status/1489154082120081414
[2] https://twitter.com/notgwendalupe/status/1487925018323406849
[2] https://www.bostonglobe.com/2022/01/29/metro/rfk-jrs-antivaxx-crusade-deepens-rift-with-family-friends/
[2] https://www.bbc.co.uk/news/health-60200774
[2] https://twitter.com/bijikambingg/status/1488752241536159746

Top URLs in Tweet in G5:
[1] https://twitter.com/grahamctv/status/1488561624638234625
[1] https://www.thedailybeast.com/robert-lamay-anti-vax-washington-state-trooper-who-railed-at-jay-inslee-dies-after-covid-battle
[1] https://twitter.com/MattGertz/status/1488210004129759237
[1] https://www.youtube.com/watch?v=Yf-G6TUv3ck&feature=youtu.be

[1] https://www.msnbc.com/all-in/watch/-preventable-tragedy-fox-news-silent-after-guest-dies-of-covid-132125253959
[1] https://twitter.com/benshapiro/status/1488263756035600385
[1] https://meaww.com/antivaxx-state-patrol-veteran-tells-gov-inslee-to-kiss-my-ass-on-final-shift-over-vaccine-mandate
[1] https://www.yahoo.com/now/laura-ingraham-interview-policeman-fired-174856139.html
[1] https://twitter.com/Terri_teach/status/1487405292958662658
[1] https://twitter.com/donmoyn/status/1487253780743827459

Top URLs in Tweet in G6:
[1] https://twitter.com/franceinfo/status/1488096573871607812
[1] https://twitter.com/AsiaNews_FR/status/1488825927694172164

Top URLs in Tweet in G7:
[1] https://www.israelnationalnews.com/news/321674
[1] https://twitter.com/vinceflibustier/status/1489193874732036098
[1] https://twitter.com/EricBillyFR/status/1460274480538951684?s=20&t=QzLwvk3ylUdYjw_5lSgaXw
[1] https://www.francetvinfo.fr

Top URLs in Tweet in G8:
[2] https://www.nbcnews.com/tech/internet/struggling-anti-vaccination-groups-enjoyed-pandemic-windfall-rcna14402
[1] https://twitter.com/mhdksafa/status/1488524738293112843
[1] https://twitter.com/BrandyZadrozny/status/1489248940734095366

Top URLs in Tweet in G9:
[6] https://www.bbc.co.uk/news/health-60200774
[1] https://twitter.com/Consent_UK/status/1488990093025161224
[1] https://twitter.com/INVESTMENTSHULK/status/1488211524262977542

Top URLs in Tweet in G10:
[3] https://podcasts.apple.com/us/podcast/episodio-38-el-ruedo-destartalao/id1541120816?i=1000549329452
[1] https://www.marketwatch.com/amp/story/spotify-stock-plunges-as-forecast-for-streaming-subscribers-comes-in-low-amid-controversy-11643836893
[1] https://www.npr.org/2021/05/13/996570855/disinformation-dozen-test-facebooks-twitters-ability-to-curb-vaccine-hoaxes
[1] https://www.nature.com/articles/s41591-021-01630-0
[1] https://twitter.com/consequence/status/1488888601748381696
[1] https://twitter.com/brianklaas/status/1488508011769475072
[1] https://twitter.com/DrAseemMalhotra/status/1488019765906087938

Top Domains
Top Domains in Tweet in Entire Graph:
[288] twitter.com
[30] williamquincybelle.com
[22] youtube.com
[18] co.uk
[13] 1scandal.com
[7] dailykos.com
[5] bostonglobe.com
[4] francetvinfo.fr
[3] spotify.com
[3] conservativefiringline.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[3] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[147] twitter.com
[10] youtube.com
[7] dailykos.com
[7] co.uk
[4] 1scandal.com
[3] spotify.com
[2] bostonglobe.com
[2] msn.com
[1] alternet.org
[1] radio-canada.ca

Top Domains in Tweet in G5:
[5] twitter.com
[1] thedailybeast.com
[1] youtube.com
[1] msnbc.com
[1] meaww.com
[1] yahoo.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] israelnationalnews.com
[1] francetvinfo.fr

Top Domains in Tweet in G8:
[2] nbcnews.com
[2] twitter.com

Top Domains in Tweet in G9:
[6] co.uk
[2] twitter.com

Top Domains in Tweet in G10:
[3] apple.com
[3] twitter.com
[1] marketwatch.com
[1] npr.org
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[785] antivaxx
[107] covid19
[72] antivaxxers
[56] antivax
[45] covid
[38] truckersforfreedom2022
[35] nonauvaccinobligatoire
[28] coronavirus
[28] ottawa
[25] convoy



Top Hashtags in Tweet in G3:
[7] antivaxx
[6] mbpoli
[2] cdnpoli
[1] omnicronvoy
[1] ottawaoccupation
[1] ottawapolicefailed
[1] ableg
[1] flutrucksclan

Top Hashtags in Tweet in G4:
[178] antivaxx
[33] covid19
[24] antivaxxers
[13] antivax
[11] vaccinemandate
[9] covid
[7] antipass
[7] antivaxxer
[6] passvacinal
[6] covid_19

Top Hashtags in Tweet in G5:
[27] antivaxx
[8] ottawa
[4] covid19
[3] rcmp
[3] fakenews
[3] cdnpoli
[3] onpoli
[3] antivaxxer
[2] karenconvoy
[2] unamerican

Top Hashtags in Tweet in G6:
[8] antivaxx
[2] vaccin
[2] antimacron
[2] antitout
[1] vaccinezvousbordel
[1] frexit
[1] séparatisme
[1] patriochiotte
[1] complotiste
[1] crétinsjaunes

Top Hashtags in Tweet in G7:
[17] 5anssdeplus
[13] antivaxx
[5] trudeau
[3] antivax
[2] canada
[1] 5anssfeplus
[1] fdo
[1] tousantiicovid
[1] antipass
[1] covidiot

Top Hashtags in Tweet in G8:
[5] antivaxx
[4] donotcomply

Top Hashtags in Tweet in G9:
[19] antivaxx
[10] masspsychosis
[8] antivaxxers
[6] antivax
[2] immunesystem
[2] covid19
[1] ivermectin

Top Hashtags in Tweet in G10:
[20] antivaxx
[8] trump
[6] jan6thcommission
[3] usdc
[2] deletefacebook
[2] jan6comish
[2] neilyoungisright
[1] longcovid
[1] deletedspotify
[1] shame

Top Words
Top Words in Tweet in Entire Graph:
[6226] antivaxx
[2248] uma
[2231] vacina
[2181] doses
[2177] brasileiro
[2171] toma
[2166] apenas
[2163] nova
[2163] defende
[2162] antesavoldi

Top Words in Tweet in G1:
[2067] antivaxx
[2061] brasileiro
[2060] uma
[2059] antesavoldi
[2059] toma
[2059] três
[2059] doses
[2059] vacina
[2059] apenas
[2059] nova

Top Words in Tweet in G2:
[1130] antivaxx
[1032] saudenobr
[1031] os
[1030] vacinas
[1029] aparentemente
[1029] principal
[1029] motivo
[1029] desconfiarem
[1029] acharem
[1029] existe

Top Words in Tweet in G3:
[651] antivaxx
[353] wingkarli
[286] protest
[284] chubbychucks
[284] ok
[284] help
[284] ranchers
[284] going
[284] coutts
[284] vaccination

Top Words in Tweet in G4:
[322] antivaxx
[176] #antivaxx
[42] people
[36] covid
[33] #covid19
[31] não
[30] anti
[24] #antivaxxers
[23] vaccines
[22] mais

Top Words in Tweet in G5:
[211] nilikm
[200] people
[196] cp24
[195] ll
[195] speak
[195] 7pm
[195] tonight
[195] mon
[195] jan
[195] 31

Top Words in Tweet in G6:
[231] spotify
[134] antivaxx
[117] non
[117] france
[116] devenu
[115] podcasts
[115] probleme
[115] américain
[115] vrai
[115] nid

Top Words in Tweet in G7:
[89] antivaxx
[28] c'est
[24] sont
[23] ce
[17] #5anssdeplus
[16] bfmtv
[14] tout
[13] pascalpraud
[12] ils
[12] alors

Top Words in Tweet in G8:
[158] antivaxx
[154] oneunderscore__
[152] loan
[150] one
[150] country's
[150] biggest
[150] groups
[150] informed
[150] consent
[150] action

Top Words in Tweet in G9:
[26] antivaxx
[19] #antivaxx
[12] catvaxlax
[12] strong
[12] misinformation
[11] protestors
[11] outside
[11] scotland
[11] yard
[11] mass

Top Words in Tweet in G10:
[57] antivaxx
[33] joerogan
[20] #antivaxx
[17] spotify
[13] rogan
[13] joe
[11] people
[11] covid
[10] rondesantisfl
[8] #38

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2168] brasileiro,antivaxx
[2168] antivaxx,toma
[2168] doses,vacina
[2162] apenas,uma
[2162] uma,nova
[2162] nova,variante
[2162] defende,estado
[2160] toma,três
[2160] três,doses
[2160] vacina,apenas

Top Word Pairs in Tweet in G1:
[2060] brasileiro,antivaxx
[2059] antivaxx,toma
[2059] toma,três
[2059] três,doses
[2059] doses,vacina
[2059] vacina,apenas
[2059] apenas,uma
[2059] uma,nova
[2059] nova,variante
[2059] variante,concurseiro

Top Word Pairs in Tweet in G2:
[1029] aparentemente,principal
[1029] principal,motivo
[1029] motivo,os
[1029] os,antivaxx
[1029] antivaxx,desconfiarem
[1029] desconfiarem,vacinas
[1029] vacinas,acharem
[1029] acharem,existe
[1029] existe,complô
[1029] complô,mundial

Top Word Pairs in Tweet in G3:
[284] ok,help
[284] help,antivaxx
[284] antivaxx,ranchers
[284] ranchers,going
[284] going,coutts
[284] coutts,protest
[284] protest,vaccination
[284] vaccination,vaccinate
[283] chubbychucks,ok
[181] antivaxx,truckers

Top Word Pairs in Tweet in G4:
[11] #antivaxxers,#antivaxx
[8] anti,vaxx
[7] #covid19,#antivaxx
[6] #antivaxx,#antivaxxers
[6] antivaxx,movement
[6] #antivaxx,#antivax
[5] wish,quit
[5] quit,anti
[5] vaxx,chronicles
[5] chronicles,here's

Top Word Pairs in Tweet in G5:
[195] ll,speak
[195] speak,7pm
[195] 7pm,tonight
[195] tonight,mon
[195] mon,jan
[195] jan,31
[195] 31,cp24
[195] cp24,racism
[195] racism,antisemitism
[195] antisemitism,bigotry

Top Word Pairs in Tweet in G6:
[115] spotify,podcasts
[115] podcasts,antivaxx
[115] antivaxx,probleme
[115] probleme,américain
[115] américain,non
[115] non,spotify
[115] spotify,france
[115] france,devenu
[115] devenu,vrai
[115] vrai,nid

Top Word Pairs in Tweet in G7:
[7] vague,lrem
[7] sudradio,ivanrioufol
[7] ivanrioufol,pascalpraud
[7] ce,n'est
[6] qd,zemmour
[6] zemmour,definit
[6] definit,mode
[6] mode,pensée
[6] pensée,#antivaxx
[6] reve0lution,sudradio

Top Word Pairs in Tweet in G8:
[150] one,country's
[150] country's,biggest
[150] biggest,antivaxx
[150] antivaxx,groups
[150] groups,informed
[150] informed,consent
[150] consent,action
[150] action,network
[150] network,received
[150] received,165

Top Word Pairs in Tweet in G9:
[11] #antivaxx,protestors
[11] protestors,outside
[11] outside,scotland
[11] scotland,yard
[11] yard,mass
[11] mass,dump
[11] dump,evidence
[11] evidence,multiple
[11] multiple,criminal
[11] criminal,investigations

Top Word Pairs in Tweet in G10:
[8] #38,ruedo
[8] ruedo,estartalao'
[8] esquema,#antivaxx
[7] #antivaxx,rondesantisfl
[7] covid,19
[6] ep,#38
[6] estartalao',#trump
[6] #trump,merced
[6] merced,#jan6thcommission
[6] #jan6thcommission,murió

Top Replied-To
Top Replied-To in Entire Graph:
@mauriceiarm2022
@dave64722963
@f_philippot
@pedrohallal
@janainadobrasil
@idrissaberkane
@enthoven_r
@hankizet
@gabsvlima
@louisemilelrem

Top Replied-To in G1:
@cabelobolado
@antesavoldi
@marcusvsc1
@edumilsonpapo10
@odailson_ucb

Top Replied-To in G2:
@saudenobr

Top Replied-To in G3:
@edwinmundt
@lexluthier34
@wingkarli
@althiaraj
@chubbychucks
@donotleaveblank

Top Replied-To in G5:
@ingrahamangle
@foxnews
@cbcontariotoday
@asta_de_b
@grahamctv
@nilikm
@okay20212
@greengordon
@simtoronto1313
@melissalantsman

Top Replied-To in G6:
@f_philippot
@perrinest
@luceurrutia
@marchettialine3
@drgomi
@reykjavikislan1
@vaccincontrebh
@stephsoullier
@chaperonrougeee
@56collines

Top Replied-To in G7:
@mauriceiarm2022
@dave64722963
@idrissaberkane
@louisemilelrem
@bfmtv
@med_in_france_
@franceinfo
@6e__republique
@reve0lution
@le_figaro

Top Replied-To in G9:
@zlok
@sarscovie
@jason696959
@bobhopesnipples
@philjames705
@2022_karma
@gorskon
@ogilville1
@jimeeliberty
@nockit1

Top Replied-To in G10:
@janainadobrasil
@joerogan
@rrednyc
@lalodagach
@gemdragon28
@jmooreboston
@bandittape
@unter1000augen
@jeffholidayreal
@hololizard0n

Top Mentioned
Top Mentioned in Entire Graph:
@antesavoldi
@saudenobr
@wingkarli
@chubbychucks
@nilikm
@cp24
@oneunderscore__
@mompontet
@andrewlseidel
@billyarmagh

Top Mentioned in G1:
@antesavoldi
@real_dryice
@edumilsonpapo10

Top Mentioned in G2:
@saudenobr
@antesavoldi
@donalunar

Top Mentioned in G3:
@wingkarli
@chubbychucks
@gtlem
@lsf58
@cgriwkowsky
@nilikm
@cp24
@musingsandmud
@papaschase2
@althiaraj

Top Mentioned in G4:
@deadneondead
@kingkrebbs
@krauseforiowa
@dkp_copywriting
@xx_zemmour69_xx
@__mairam__
@karenmoscato
@linda_lindylou

Top Mentioned in G5:
@nilikm
@cp24
@foxnews
@ottawapolice
@chubbychucks
@jlbroomes
@fordnation
@justtwin
@ingrahamangle
@chiefbordeleau

Top Mentioned in G6:
@mompontet
@f_philippot
@dc_morel
@luceurrutia
@soa_sana
@perrinest
@spotify
@drgomi
@marchettialine3
@jeannelits

Top Mentioned in G7:
@bfmtv
@pascalpraud
@franceinfo
@sudradio
@ivanrioufol
@drmartyufml
@emmanuelmacron
@s_v_pensez
@reve0lution
@elianecarrier

Top Mentioned in G8:
@oneunderscore__
@saintsfan5348
@chubbychucks
@brandyzadrozny

Top Mentioned in G9:
@catvaxlax
@covidradicals
@doritmi
@tarsins
@raouldukeerik
@mcfunny
@sallyjiggles
@gooner62
@alex_on_a14
@skepticalmutant

Top Mentioned in G10:
@joerogan
@spotify
@rondesantisfl
@therock
@thedavidcrosby
@impondepodcast
@tuckercarlson
@farleftkyle
@jessicashaw
@augustoalves55

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@iwd12
@inspiteoftrump
@gottalaff
@viralvideovlogs
@lizditz
@4tchat
@marisascruz
@marthalynneowe1
@1loriking

Top Tweeters in G1:
@biihfranca
@sandra_miria
@lenhagui
@saodionisio
@thiagofc1982
@ohannaranzato
@bonassoli
@danielocl
@carlatoscan
@mendesonca

Top Tweeters in G2:
@trunfim
@marialcab
@fernandocesar77
@arte_prima
@warley_lopes
@hakeru_chan
@zehdeabreu
@dorismac64
@genario_azevedo
@ca_moredi

Top Tweeters in G3:
@1loriking
@frazzling
@suepeac
@justice4all01
@calvinswine905
@wavetop
@ghostcatbce
@debp197
@jsinvr
@canadiensfan

Top Tweeters in G4:
@boandsunny
@krakenstein
@laizet2
@budgothmog44
@bboy_izilla
@linda_lindylou
@kungfu_grip
@nessa_marks
@beastcoastmac
@findmytom

Top Tweeters in G5:
@paulstewartii
@meeksvs
@mzdivah67
@foxnews
@northbelle4
@kathy73921688
@geoffypjohnston
@cnn
@dmacottawa
@raincoaster

Top Tweeters in G6:
@deycatherine1
@marieanne_086
@catlec261
@samizokouhei
@guitou_8888
@jrs55963004
@michelleboitel1
@bonuscr
@lamireaut
@pointepern

Top Tweeters in G7:
@le_figaro
@bfmtv
@le_parisien
@jeanluc_claude
@franceinfo
@elianecarrier
@lobs
@tchemtcem
@etienneliebig
@legrugru

Top Tweeters in G8:
@inspiteoftrump
@rhonda_harbison
@arriadna
@grannynannynews
@stlhd100
@vmrwanda
@howyofwi
@toniragusa
@denniscardiff
@thekeeper2016

Top Tweeters in G9:
@doritmi
@francismaudeadv
@monstercoyliar
@babetruth2
@kath2cats
@takethatct
@the_ouroboros__
@mcfunny
@chimera414
@breezergalway

Top Tweeters in G10:
@marthalynneowe1
@folha
@veja
@tvglobo
@michellesdude
@tonybarrios_24
@rosely_barboza
@jmooreboston
@onemored8
@pitchfork


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