Elizabeth Warren, Twitter, 9/1/2020 1:46:53 PM, 234121


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Elizabeth Warren_2020-09-01_06-04-07.xlsx
Elizabeth Warren_2020-09-01_06-04-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2020
Short Description:
Elizabeth Warren via NodeXL https://bit.ly/3jxsb6E
@skyrider4538
@sunaibkk
@joebiden
@forgivenchy
@ashbcoffin
@realdonaldtrump
@kamalaharris
@heidilenell
@ewarren
@deplorable7586

Top hashtags:
#demconvention
#savethepostoffice
#bigcon
#crowbarhotel
#tnwx
#tspotter

Description:
Description
The graph represents a network of 8,774 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 01 September 2020 at 13:07 UTC.

The requested start date was Tuesday, 01 September 2020 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 3-day, 15-hour, 54-minute period from Friday, 28 August 2020 at 08:03 UTC to Monday, 31 August 2020 at 23:58 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 : 8774
Unique Edges : 3355
Edges With Duplicates : 12048
Total Edges : 15403
Number of Edge Types : 5
Retweet : 5807
MentionsInRetweet : 6388
Mentions : 1411
Replies to : 1068
Tweet : 729
Self-Loops : 768
Reciprocated Vertex Pair Ratio : 0.00489111447536974
Reciprocated Edge Ratio : 0.00973461583033955
Connected Components : 990
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 3760
Maximum Edges in a Connected Component : 7469
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.714821
Graph Density : 0.000112102348131718
Modularity : 0.542733
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,774 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 01 September 2020 at 13:07 UTC.

The requested start date was Tuesday, 01 September 2020 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 3-day, 15-hour, 54-minute period from Friday, 28 August 2020 at 08:03 UTC to Monday, 31 August 2020 at 23:58 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 : Elizabeth Warren
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:
[72] https://nytv.to/omPJ1
[36] https://www.bustle.com/rule-breakers/elizabeth-warren-usps
[18] https://wattsupwiththat.com/2020/08/29/open-letter-to-senator-elizabeth-warren/
[15] https://www.motherjones.com/2020-elections/2020/08/postal-board-of-governors-conflict-of-interest/
[12] https://twitter.com/walkerbragman/status/1300195116829814784
[10] https://www.vox.com/2020/8/26/21402553/trump-covid-19-elizabeth-warren-coronavirus-pandemic-kushner
[8] https://twitter.com/ewarren/status/1300100393913942017
[8] https://www.forbes.com/sites/wesleywhistle/2020/08/31/could-elizabeth-warren-become-the-next-education-secretary/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.thenation.com/article/politics/elizabeth-warren-convention/
[5] https://www.nationofchange.org/2020/08/31/elizabeth-warren-and-colleagues-call-for-investigation-into-death-of-army-sergeant/

Top URLs in Tweet in G1:
[1] http://www.thaipost.net/main/detail/75968

Top URLs in Tweet in G2:
[1] https://twitter.com/Jim_Jordan/status/1299362728939749376

Top URLs in Tweet in G3:
[1] https://twitter.com/ktcosplay/status/1300507077698359297
[1] https://twitter.com/ashbcoffin/status/1300509449178800135
[1] https://twitter.com/EmmaVigeland/status/1299211383444307973

Top URLs in Tweet in G4:
[5] https://www.nationofchange.org/2020/08/31/elizabeth-warren-and-colleagues-call-for-investigation-into-death-of-army-sergeant/
[3] https://www.bustle.com/rule-breakers/elizabeth-warren-usps
[3] https://nytv.to/omPJ1
[3] https://www.vox.com/2020/8/26/21402553/trump-covid-19-elizabeth-warren-coronavirus-pandemic-kushner
[3] https://www.huffpost.com/entry/joe-biden-credits-elizabeth-warren-with-helping-craft-his-new-economic-plan_n_5f089e66c5b63a72c3414f28
[2] https://www.cnn.com/2017/11/02/politics/elizabeth-warren-dnc-rigged/index.html
[2] https://www.axios.com/ratcliffe-intelligence-briefings-elections-fef8b12e-02e7-4564-8669-f3eaa6076bcc.html
[2] https://twitter.com/NBCNews/status/1299446686029352962
[2] https://www.nationofchange.org/2020/08/31/elizabeth-warren-and-colleagues-call-for-investigation-into-death-of-army-sergeant/#.X01UQbB9ia0.twitter
[2] https://twitter.com/thehill/status/1186363962004254720

Top URLs in Tweet in G5:
[6] https://www.motherjones.com/2020-elections/2020/08/postal-board-of-governors-conflict-of-interest/
[5] https://wattsupwiththat.com/2020/08/29/open-letter-to-senator-elizabeth-warren/
[5] https://www.forbes.com/sites/wesleywhistle/2020/08/31/could-elizabeth-warren-become-the-next-education-secretary/?utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/ewarren/status/1300100393913942017
[3] https://www.vox.com/2020/8/26/21402553/trump-covid-19-elizabeth-warren-coronavirus-pandemic-kushner
[3] https://twitter.com/ewarren/status/1299442925357719553
[3] https://twitter.com/ewarren/status/1299818460902559744
[2] https://www.rawstory.com/2020/08/we-need-answers-now-says-elizabeth-warren-after-explosive-reports-indicate-top-trump-officials-ordered-changes-to-cdc-19-guidelines/
[2] https://twitter.com/toyarochelle/status/1299361307771179008
[2] https://apple.news/As3pY-PG8RXKFJhDFa291FQ

Top URLs in Tweet in G6:
[1] https://twitter.com/Rubber0Cement/status/1300280400665694208
[1] https://twitter.com/RepRoKhanna/status/1300441462086213633
[1] https://twitter.com/PpollingNumbers/status/1300114142385364994
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DfLLvXCeHogM%26t%3D1s&q=EgS4SO-bGI-PufoFIhkA8aeDSxeUrdmaYK1-iiUUJLfJBM5V4X3iMgFy
[1] https://twitter.com/JoshuaLawrenc_/status/1299804447384776704

Top URLs in Tweet in G7:
[5] https://www.usatoday.com/story/news/nation/2020/02/19/george-zimmerman-sues-pete-buttigieg-elizabeth-warren-defamation/4808184002/
[2] https://www.cnn.com/us/live-news/el-paso-dayton-shootings-august-2019/h_c3fe4a1d2b04da849422f817647227ab
[1] https://newsbusters.org/blogs/nb/tim-graham/2020/08/31/stelters-reliable-head-wound-uncorking-seven-minute-smear-segment
[1] https://www.westernjournal.com/warren-trashes-obscene-profiting-off-students-textbook-wrote-costs-250/
[1] https://twitter.com/ACampaNajjar/status/1298808704691666945
[1] https://twitter.com/ewarren/status/1300100393913942017
[1] https://www.theguardian.com/world/2020/jul/27/us-rightwing-extremists-attacks-deaths-database-leftwing-antifa
[1] https://twitter.com/dbongino/status/1299294400930029569

Top URLs in Tweet in G8:
[67] https://nytv.to/omPJ1
[8] https://www.motherjones.com/2020-elections/2020/08/postal-board-of-governors-conflict-of-interest/
[2] https://www.vox.com/2020/8/26/21402553/trump-covid-19-elizabeth-warren-coronavirus-pandemic-kushner
[1] https://www.cnbc.com/2020/08/13/elizabeth-warren-wants-probe-of-amazon-options-held-by-postal-chief-dejoy.html
[1] https://joebiden.com/
[1] https://twitter.com/senwarren/status/1300410870145613825
[1] https://www.boston.com/news/politics/2019/10/04/elizabeth-warren-reno-airport
[1] https://bit.ly/32uNJKf

Top URLs in Tweet in G9:
[1] https://twitter.com/ewarren/status/1300100393913942017

Top URLs in Tweet in G10:
[1] https://www.businessinsider.com/obama-aides-called-elizabeth-warren-sanctimonious-narcissist-2019-9

Top Domains
Top Domains in Tweet in Entire Graph:
[203] twitter.com
[72] nytv.to
[36] bustle.com
[23] vox.com
[19] youtube.com
[18] wattsupwiththat.com
[18] motherjones.com
[15] cnn.com
[14] forbes.com
[9] cnbc.com

Top Domains in Tweet in G1:
[1] thaipost.net

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

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

Top Domains in Tweet in G4:
[19] twitter.com
[7] nationofchange.org
[4] cnn.com
[4] forbes.com
[4] vox.com
[4] huffpost.com
[3] bustle.com
[3] axios.com
[3] nytv.to
[3] cnbc.com

Top Domains in Tweet in G5:
[100] twitter.com
[7] motherjones.com
[6] vox.com
[6] forbes.com
[5] wattsupwiththat.com
[4] google.com
[3] rawstory.com
[3] youtube.com
[2] apple.news
[2] washingtonpost.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] google.com

Top Domains in Tweet in G7:
[5] usatoday.com
[3] twitter.com
[2] cnn.com
[1] newsbusters.org
[1] westernjournal.com
[1] theguardian.com

Top Domains in Tweet in G8:
[67] nytv.to
[8] motherjones.com
[2] vox.com
[1] cnbc.com
[1] joebiden.com
[1] twitter.com
[1] boston.com
[1] bit.ly

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] businessinsider.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] demconvention
[10] savethepostoffice
[10] bigcon
[8] crowbarhotel
[7] tnwx
[7] tspotter
[7] thesepeopleareevil
[6] blm
[6] beatthecheat
[6] تعليم_دشمن_مافیا_کولگام_دو



Top Hashtags in Tweet in G1:
[1] ไทยภักดี

Top Hashtags in Tweet in G2:
[1] peoplesconvention
[1] dnc

Top Hashtags in Tweet in G4:
[10] savethepostoffice
[10] bigcon
[7] thesepeopleareevil
[3] ab5
[2] bidenriots
[2] warrendemocrat
[2] buildbackbetter
[2] stopthecorruption
[2] bluenewdeal
[2] oh15

Top Hashtags in Tweet in G5:
[3] elizabethwarren
[3] covid19
[3] blm
[3] freespeech
[2] zetaphibeta
[2] womensequalityday
[2] election
[2] smartnews
[2] trump
[2] nastywoman

Top Hashtags in Tweet in G7:
[7] tnwx
[7] tspotter
[1] bidensriots
[1] trump2020
[1] american
[1] dnc
[1] fridaythoughts

Top Hashtags in Tweet in G8:
[1] dontmesswithusps
[1] fakecruz

Top Hashtags in Tweet in G9:
[1] warrenisasnake

Top Words
Top Words in Tweet in Entire Graph:
[7168] elizabeth
[7082] warren
[2224] อ
[2220] ก
[2220] ดถ
[2219] หฤท
[2218] เฟคน
[2218] วส
[2218] ว
[2218] ฒ

Top Words in Tweet in G1:
[2218] เฟคน
[2218] วส
[2218] ว
[2218] ฒ
[2218] สมาช
[2218] ก
[2218] elizabeth
[2218] warren
[2218] แห
[2218] งพรรคเดโมแครตของอเมร

Top Words in Tweet in G2:
[1012] elizabeth
[1012] warren
[1000] kamala
[1000] harris
[997] black
[996] native
[995] shaun
[995] king
[995] sharpton
[995] reverend

Top Words in Tweet in G3:
[921] stupid
[551] elizabeth
[544] warren
[537] ashbcoffin
[310] bernie
[307] benefited
[307] greatly
[307] presidency
[307] much
[306] fuckin

Top Words in Tweet in G4:
[392] elizabeth
[390] warren
[111] ewarren
[104] million
[69] biden
[61] senator
[59] one
[57] joebiden
[56] fight
[52] back

Top Words in Tweet in G5:
[450] warren
[445] elizabeth
[59] bernie
[55] biden
[45] sanders
[33] trump
[31] harris
[30] kamala
[29] american
[29] pelosi

Top Words in Tweet in G6:
[229] elizabeth
[228] warren
[161] thread
[160] forgivenchy
[160] snakes
[29] doing
[29] biden
[27] charlotte
[27] clymer
[27] didn

Top Words in Tweet in G7:
[90] warren
[88] elizabeth
[68] realdonaldtrump
[39] trying
[35] president
[33] cnn's
[33] brianstelter
[33] spent
[33] entire
[33] segment

Top Words in Tweet in G8:
[122] elizabeth
[121] warren
[79] running
[76] men
[76] office
[76] conflicts
[76] interest
[76] find
[73] motherjones
[29] senwarren

Top Words in Tweet in G9:
[115] warren
[114] elizabeth
[101] peoplefornina
[99] helped
[98] popular
[98] admit
[98] singlehandedly
[98] progressives
[98] win
[98] nomination

Top Words in Tweet in G10:
[123] warren
[122] elizabeth
[117] lose
[117] sanders
[116] joe
[116] biden
[116] kamala
[116] harris
[116] november
[116] bernie

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6926] elizabeth,warren
[2219] อ,หฤท
[2218] เฟคน,วส
[2218] วส,ว
[2218] ว,ฒ
[2218] ฒ,สมาช
[2218] สมาช,ก
[2218] ก,elizabeth
[2218] warren,แห
[2218] แห,งพรรคเดโมแครตของอเมร

Top Word Pairs in Tweet in G1:
[2218] เฟคน,วส
[2218] วส,ว
[2218] ว,ฒ
[2218] ฒ,สมาช
[2218] สมาช,ก
[2218] ก,elizabeth
[2218] elizabeth,warren
[2218] warren,แห
[2218] แห,งพรรคเดโมแครตของอเมร
[2218] งพรรคเดโมแครตของอเมร,กาไม

Top Word Pairs in Tweet in G2:
[1012] elizabeth,warren
[1000] kamala,harris
[995] shaun,king
[995] king,black
[995] black,sharpton
[995] sharpton,reverend
[995] reverend,elizabeth
[995] warren,native
[995] native,kamala
[993] skyrider4538,shaun

Top Word Pairs in Tweet in G3:
[614] stupid,stupid
[544] elizabeth,warren
[309] ashbcoffin,elizabeth
[307] warren,benefited
[307] benefited,greatly
[307] greatly,bernie
[307] bernie,presidency
[307] presidency,much
[307] much,stupid
[306] stupid,fuckin

Top Word Pairs in Tweet in G4:
[373] elizabeth,warren
[44] senator,elizabeth
[40] sen,elizabeth
[39] one,working
[39] working,gonna
[39] gonna,die
[39] die,fight
[39] fight,back
[39] back,thank
[39] thank,senator

Top Word Pairs in Tweet in G5:
[427] elizabeth,warren
[43] bernie,sanders
[26] nancy,pelosi
[23] kamala,harris
[23] ilhan,omar
[22] warren,bernie
[22] chuck,schumer
[21] mitt,romney
[21] alexandria,ocasio
[21] ocasio,cortez

Top Word Pairs in Tweet in G6:
[228] elizabeth,warren
[160] warren,snakes
[160] snakes,thread
[159] forgivenchy,elizabeth
[27] charlotte,clymer
[27] clymer,didn
[27] didn,elizabeth
[27] warren,favors
[27] favors,doing
[27] doing,biden

Top Word Pairs in Tweet in G7:
[71] elizabeth,warren
[33] cnn's,brianstelter
[33] brianstelter,spent
[33] spent,entire
[33] entire,segment
[33] segment,falsely
[33] falsely,trying
[33] trying,smear
[33] smear,president
[33] president,realdonaldtrump

Top Word Pairs in Tweet in G8:
[121] elizabeth,warren
[76] men,running
[76] running,office
[76] office,conflicts
[76] conflicts,interest
[76] interest,elizabeth
[76] warren,find
[66] motherjones,men
[11] politicization,covid
[11] covid,19

Top Word Pairs in Tweet in G9:
[114] elizabeth,warren
[98] popular,admit
[98] admit,elizabeth
[98] warren,singlehandedly
[98] singlehandedly,helped
[98] helped,progressives
[98] progressives,win
[98] win,nomination
[97] peoplefornina,popular
[6] stupid,stupid

Top Word Pairs in Tweet in G10:
[122] elizabeth,warren
[116] joe,biden
[116] biden,kamala
[116] kamala,harris
[116] harris,lose
[116] lose,november
[116] november,bernie
[116] bernie,sanders
[116] sanders,elizabeth
[115] wonderking82,joe

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@tedcruz
@senwarren
@catturd2
@realmattcouch
@bennyjohnson
@angryblacklady
@stillgray
@pfardentrott
@slpng_giants

Top Replied-To in G3:
@ashbcoffin
@jvgraz
@undeadscribe
@axelofthekey
@ktcosplay
@bidensaveus
@grand_baked
@mxavier

Top Replied-To in G4:
@ewarren
@edmarkey
@kishineff
@joebiden
@lukesreceipts
@silversmithmama
@ppollingnumbers
@miguel4congress
@commiepeaceful
@kamalaharris

Top Replied-To in G6:
@joshualawrenc_
@neolibtarded
@shanesheehy
@myscreeenshotz
@communist_egirl
@kallindril
@sighsstephanie
@mysteryghosty
@annajanesmith4
@cornpopsmoke

Top Replied-To in G7:
@realdonaldtrump
@petebuttigieg
@donaldjtrumpjr
@tammy7464
@savethemouse
@judgejeaninefan
@randpaul
@arifleischer
@mnm7684
@pepematter

Top Replied-To in G8:
@tedcruz
@senwarren
@swisschard86
@theosufan614
@alyssa_milano
@ryanbla69969497
@motherjones
@golden_nuggets
@lisaturnage12
@cher

Top Replied-To in G9:
@cnn
@peoplefornina
@quibix2
@jemelehill
@marshag13057371
@mousdrvr
@the_responder1
@jaketapper

Top Replied-To in G10:
@lj_opinions
@publicservic

Top Mentioned
Top Mentioned in Entire Graph:
@sunaibkk
@skyrider4538
@ashbcoffin
@forgivenchy
@wonderking82
@peoplefornina
@ewarren
@motherjones
@realdonaldtrump
@feministajones

Top Mentioned in G1:
@sunaibkk

Top Mentioned in G2:
@skyrider4538
@lisa_furmama
@jeff_lohse
@the_virtue_man

Top Mentioned in G3:
@ashbcoffin
@undeadscribe
@prorj_hunter
@punishedmelanie
@cheiseawoof
@billnyebong
@mattobenger
@ewarren

Top Mentioned in G4:
@ewarren
@joebiden
@deuxhoney
@zachsjacobson
@patrickvontrapp
@warrendemocrat
@edmarkey
@michaelharriot
@thehill
@bustle

Top Mentioned in G5:
@scattermae777m
@angelapauloo
@matthewmadsen83
@janettavakoli
@tmgm528
@ric9871ric
@rmd05775074
@ruanofaxas
@politicsof1357
@netroots_nation

Top Mentioned in G6:
@forgivenchy
@dilanpcook
@aocismywaifu
@ashbcoffin
@joshualawrenc_
@hillcrestcardco
@emmavigeland
@singlepayertom
@joebiden
@berniesanders

Top Mentioned in G7:
@realdonaldtrump
@brianstelter
@themrc
@nc5
@henryrothenberg
@nwsn
@randpaul
@petebuttigieg
@gopchairwoman
@realcandaceo

Top Mentioned in G8:
@motherjones
@senwarren
@tedcruz
@alyssa_milano
@tuckerswaters
@usps
@oigusps
@repaoc
@patrickvontrapp
@tuckercarlson

Top Mentioned in G9:
@peoplefornina
@cnn
@ashbcoffin
@watershedchron
@jaketapper
@trapdevilbastrd
@forgivenchy
@deadendangel
@orangecone21
@_godiegodie

Top Mentioned in G10:
@wonderking82
@unitedasone2020
@cranky_yankee
@sheriflanders

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@pjluveverything
@hsungom
@cloudwanderer3
@wan_chida
@kat4obama
@catmamaxxx
@billm9
@pm2u_
@kego_jung

Top Tweeters in G1:
@pjluveverything
@hsungom
@wan_chida
@catmamaxxx
@pm2u_
@kego_jung
@lovely_today
@zsinein
@sonex089
@marijaserenidad

Top Tweeters in G2:
@fasting39
@dsdr2011
@grannygethealth
@lvnancy
@cmdorsey
@stefilassiter
@championmtager
@ruthieredsox
@gkilti
@littlebitgood

Top Tweeters in G3:
@ladygagakids
@robotbrush
@aacoek
@nimbusyosh
@axelofthekey
@leutrimrexhaj
@petercoffin
@basspankai
@major_zk
@jvgraz

Top Tweeters in G4:
@thehill
@wellness4you13
@katalin_pota
@redot2005
@paulsorrentino3
@crystal4obama
@gordsuk
@nypost
@chloepoliticat
@jjpearso64

Top Tweeters in G5:
@iam__network
@drpatfarrell
@tobesafensound
@drwilda
@chemoelectric
@chetraideratl
@rogue_corq
@nevermore_007
@northtrenton
@ric9871ric

Top Tweeters in G6:
@dualgrey
@morbid_elation
@roxzysofoxy
@ruckcohlchez
@biyombonesaw
@agski48
@clarknt67
@kokeshi_me
@senor_sick
@youngchris27040

Top Tweeters in G7:
@thornedella
@foxnews
@clayphillips27
@sampleatl
@audreygarden
@seldengadawgs
@cgduck5
@peaceischrist
@repstevensmith
@acroaman

Top Tweeters in G8:
@russelltim151
@talkintou
@damonbethea1
@lizditz
@loyalfan1
@baronianconsult
@johnapp63499667
@knight201701
@cynicalvision50
@laurahennesse11

Top Tweeters in G9:
@truthglow
@brendahazelhur1
@cnn
@312shelly3
@jaketapper
@ginademiranda2
@bobsmith4152
@natscloset
@angryvoters
@mabian

Top Tweeters in G10:
@sheiladecker19
@_dralaterdzo
@visitkarte
@runpattirun
@mhai56
@deejay90192
@jjdebenedictis
@rileyruson
@argusc
@alasscanisback


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