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#ddj OR (data journalism) since:2022-05-23 until:2022-05-30 Twitter NodeXL SNA Map and Report for Mo (experimental version)
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From:
SMRFoundation
Uploaded on:
May 30, 2022
Short Description:
#ddj OR (data journalism) since:2022-05-23 until:2022-05-30 via NodeXL https://bit.ly/3LZrQaw
@this0499154500
@colorstv
@kkundrra
@gijn
@fellow_mallu
@officialjiotv
@itsmetejasswi
@paulbradshaw
@datajournalism
@alastairotter

Top hashtags:
#ddj
#karankundrra

Description:
Description
The graph represents a network of 3,298 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-05-23 until:2022-05-30", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 30 May 2022 at 09:16 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 27-minute period from Monday, 23 May 2022 at 00:24 UTC to Sunday, 29 May 2022 at 23:52 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 : 3298
Unique Edges : 6309
Edges With Duplicates : 1324
Total Edges : 7633
Number of Edge Types : 5
Tweet : 386
MentionsInRetweet : 3435
Mentions : 793
Retweet : 2811
Replies to : 208
Self-Loops : 401
Reciprocated Vertex Pair Ratio : 0.0105779549287138
Reciprocated Edge Ratio : 0.0209344660194175
Connected Components : 322
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 1536
Maximum Edges in a Connected Component : 4460
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.013671
Graph Density : 0.000606244204951007
Modularity : 0.694611
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,298 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-05-23 until:2022-05-30", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 30 May 2022 at 09:16 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 27-minute period from Monday, 23 May 2022 at 00:24 UTC to Sunday, 29 May 2022 at 23:52 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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2022-05-23 until:2022-05-30
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[184] https://www.youtube.com/watch?v=VwHQdQKMtl8&feature=youtu.be

[69] https://t.co/Wkm9pwgmDA?utm_content=209120886&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[66] https://gijn.org/2022/05/27/data-journalism-top-10-haitis-lost-billions-covids-death-toll-asias-inequality-broken-adoptions/
[52] https://balkaninsight.com/polish-forests/
[45] https://unusualwhales.com/i_am_the_senate
[45] https://twitter.com/unusual_whales/status/1528724678189228035
[22] https://www.datawrapper.de/
[19] https://niemanreports.org/articles/bruce-schneier-data-journalism/
[18] https://gijn.org/2022/05/23/top-10-ddj-rossiyskaya-propaganda-kalkulyator-inflyatsii-i-vyistupleniya-zelenskogo/
[18] https://projects.propublica.org/graphics/ida-propublica-data-institute?mc_cid=fb8786f629&mc_eid=399524275f

Top URLs in Tweet in G1:
[48] https://www.youtube.com/watch?v=VwHQdQKMtl8&feature=youtu.be

[9] https://twitter.com/divyaamulu123/status/1528606900413116418
[3] https://twitter.com/karan_is_fav/status/1530556798075162624
[2] https://www.indiaforums.com/show/dance-deewane-junior_6765?s=09
[2] https://twitter.com/diva_188/status/1528730855665029122
[1] https://twitter.com/maneesha_111/status/1530777137913155584
[1] https://www.youtube.com/watch?v=-4jQNDtFIEw&feature=youtu.be

[1] https://www.instagram.com/tv/CeGzotaDYce/?utm_source=ig_web_copy_link
[1] https://twitter.com/ColorsTV/status/1530570076729946114
[1] https://twitter.com/whatapity_1233/status/1530589921467314176

Top URLs in Tweet in G2:
[2] https://twitter.com/PBerizzi/status/1530290747102093314
[1] https://tweetedtimes.com/bastaCasta

Top URLs in Tweet in G4:
[19] https://niemanreports.org/articles/bruce-schneier-data-journalism/
[15] https://projects.propublica.org/graphics/ida-propublica-data-institute?mc_cid=fb8786f629&mc_eid=399524275f
[15] https://inside.mediahack.co.za/data-journalism-tools-and-resources-8df1c3d96c13
[10] https://jamlab.africa/how-africa-data-hub-is-promoting-data-journalism-in-africa/
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Ftalking-data-journalism-in-africa-with-catherine-gicheru-61f9a963449b%3Fsource%3Dsocial.tw
[9] https://careers.ap.org/job/Newsperson%2C-News-Applications-Developer/796731000/
[8] https://careers.ap.org/job/Interactive-News-Editor/885520800/
[7] https://datajournalism.com/read/longreads/data-journalism-ideas
[7] http://meet.google.com/fjo-hpmh-ose
[6] https://us06web.zoom.us/meeting/register/tZApdO2hqjMjEtTwWvJo1HVRP8nYM9QBDWbu

Top URLs in Tweet in G5:
[136] https://www.youtube.com/watch?v=VwHQdQKMtl8&feature=youtu.be


Top URLs in Tweet in G6:
[59] https://gijn.org/2022/05/27/data-journalism-top-10-haitis-lost-billions-covids-death-toll-asias-inequality-broken-adoptions/
[18] https://gijn.org/2022/05/23/top-10-ddj-rossiyskaya-propaganda-kalkulyator-inflyatsii-i-vyistupleniya-zelenskogo/
[13] https://www.reportersunited.gr/8781/anichneytis-tanker-oloi-oi-ellines-efoplistes-poy-metaferoyn-to-rosiko-petrelaio-en-meso-polemoy/
[13] https://twitter.com/gijn/status/1530170402760278019
[5] https://gijn.org/2022/05/20/data-journalism-top-10-russias-global-propaganda-inflation-calculators-zelenskys-speeches-animating-dataviz/
[3] https://gijn.org/2022/05/13/data-journalism-top-10-outlawing-abortion-russian-disinformation-india-heatwave/
[3] http://www.verigazeteciligi.com/yanlis-bilgilendirme-takibi-icin-acik-kaynak-araclar/
[2] https://projects.propublica.org/graphics/ida-propublica-data-institute?mc_cid=fb8786f629&mc_eid=399524275f
[2] https://informationisbeautiful.net/
[2] http://www.verigazeteciligi.com/zaman-serisi-verilerini-gorsellestirme-rehberi/

Top URLs in Tweet in G7:
[10] https://www.dheya.com/students/data-journalism-news-for-the-future/
[5] https://twinybots.ch/
[5] https://bbc.github.io/rcookbook/
[2] https://www.cjr.org/the_media_today/facebooks-new-data-sharing-plans-raise-old-concerns.php?utm_source=CJR+Daily+News&utm_campaign=58532a66ca-EMAIL_CAMPAIGN_2020_11_11_06_33_COPY_01&utm_medium=email&utm_term=0_9c93f57676-58532a66ca-174326941&mc_cid=58532a66ca&mc_eid=b0a94dd1e4
[2] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=crse%3AW9sjXiNOEemNdRKVol9w-A&u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fvisualization-for-data-journalism&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT
[2] https://www.datasketch.co/newsletter/data-journalism/issue-14-weapons-and-abortion/
[1] https://twitter.com/NateSilver538/status/1528545467881115649
[1] https://twitter.com/axios/status/1528412128503291908
[1] https://twitter.com/GordyPls/status/1528610761085681664
[1] https://twitter.com/jbenton/status/1528440945426976768

Top URLs in Tweet in G8:
[68] https://t.co/Wkm9pwgmDA?utm_content=209120886&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[22] https://www.datawrapper.de/

Top URLs in Tweet in G9:
[51] https://balkaninsight.com/polish-forests/
[7] https://twitter.com/Rept_Democracy/status/1528677871765553153
[1] https://www.reportersunited.gr/8781/anichneytis-tanker-oloi-oi-ellines-efoplistes-poy-metaferoyn-to-rosiko-petrelaio-en-meso-polemoy/
[1] https://twitter.com/gijn/status/1530170402760278019

Top URLs in Tweet in G10:
[45] https://unusualwhales.com/i_am_the_senate
[45] https://twitter.com/unusual_whales/status/1528724678189228035

Top Domains
Top Domains in Tweet in Entire Graph:
[216] youtube.com
[206] twitter.com
[105] gijn.org
[69] t.co
[52] balkaninsight.com
[45] unusualwhales.com
[27] propublica.org
[25] co.za
[22] medium.com
[22] datawrapper.de

Top Domains in Tweet in G1:
[49] youtube.com
[17] twitter.com
[2] indiaforums.com
[2] instagram.com

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

Top Domains in Tweet in G4:
[24] co.za
[22] twitter.com
[20] propublica.org
[20] medium.com
[19] niemanreports.org
[17] ap.org
[13] jamlab.africa
[9] google.com
[7] datajournalism.com
[7] onlinejournalismblog.com

Top Domains in Tweet in G5:
[136] youtube.com

Top Domains in Tweet in G6:
[90] gijn.org
[13] reportersunited.gr
[13] twitter.com
[13] verigazeteciligi.com
[6] journaliststoolbox.org
[4] youtube.com
[2] propublica.org
[2] informationisbeautiful.net
[2] journalismcourses.org
[2] sueddeutsche.de

Top Domains in Tweet in G7:
[17] twitter.com
[10] dheya.com
[5] twinybots.ch
[5] github.io
[3] co.uk
[2] journalismjobs.com
[2] google.com
[2] nordot.app
[2] edu.br
[2] cjr.org

Top Domains in Tweet in G8:
[68] t.co
[22] datawrapper.de

Top Domains in Tweet in G9:
[51] balkaninsight.com
[8] twitter.com
[1] reportersunited.gr

Top Domains in Tweet in G10:
[45] unusualwhales.com
[45] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1741] ddj
[996] karankundrra
[686] samratprithviraj
[592] tejran
[521] tejasswiprakash
[486] naagin6
[402] dancedeewanejuniors
[392] pietre
[390] kkundrrasquad
[343] yrf50



Top Hashtags in Tweet in G1:
[882] ddj
[838] karankundrra
[436] tejran
[390] kkundrrasquad
[371] tejasswiprakash
[336] naagin6
[278] ddjwithkaran
[232] tejatroops
[227] maddamsir
[220] dheerajdhoopar

Top Hashtags in Tweet in G2:
[392] pietre
[142] zeta
[142] cyberpropaganda
[142] datajournalism
[1] grancazzochemenefrega
[1] scoop
[1] russiaukrainewar
[1] ucraina

Top Hashtags in Tweet in G3:
[684] samratprithviraj
[343] ddj
[342] dancedeewanejuniors
[342] yrf50
[21] akshaykumar
[1] ddjwithkaran

Top Hashtags in Tweet in G4:
[108] ddj
[81] ddjuk22
[46] datajournalism
[31] data
[26] dataviz
[13] hackshackers
[7] bcujournos
[7] journorequest
[7] questionbox
[6] ddj22

Top Hashtags in Tweet in G5:
[144] ddj
[143] tejran
[142] tejasswiprakash
[140] naagin6
[140] karankundrra
[3] ddjwithkaran
[3] priority
[3] tejranfam
[1] pratha

Top Hashtags in Tweet in G6:
[60] ddj
[35] data
[33] ανιχνευτήτάνκερ
[33] reportersunited
[14] dataviz
[3] datajournalism
[2] ar
[2] rddj
[2] chart
[2] verigazeteciliği

Top Hashtags in Tweet in G7:
[17] ddj
[6] bigdata
[5] journalism
[3] ddjuk22
[3] datajournalism
[2] 音楽
[2] dj
[2] data
[2] datascience
[2] tejran

Top Hashtags in Tweet in G8:
[68] bigdata
[68] datajournalism
[22] datawrapper
[22] datavisualization
[22] datavisualize
[2] datascience

Top Hashtags in Tweet in G9:
[7] ij4eu
[1] ανιχνευτήτάνκερ
[1] data
[1] reportersunited

Top Words
Top Words in Tweet in Entire Graph:
[2208] data
[1854] journalism
[1742] #ddj
[996] #karankundrra
[790] chi
[752] kkundrra
[686] #samratprithviraj
[592] #tejran
[561] pm
[521] #tejasswiprakash

Top Words in Tweet in G1:
[882] #ddj
[838] #karankundrra
[743] kkundrra
[436] #tejran
[390] #kkundrrasquad
[371] #tejasswiprakash
[336] #naagin6
[279] #ddjwithkaran
[275] itsmetejasswi
[264] favourite

Top Words in Tweet in G2:
[789] chi
[579] data
[579] journalism
[424] alex_orlowski
[410] repubblica
[404] sono
[395] gli
[395] ricerca
[392] account
[392] seguono

Top Words in Tweet in G3:
[684] #samratprithviraj
[343] #ddj
[342] team
[342] coming
[342] sets
[342] #dancedeewanejuniors
[342] catch
[342] exciting
[342] episode
[342] pm

Top Words in Tweet in G4:
[290] data
[209] journalism
[108] #ddj
[81] #ddjuk22
[47] #datajournalism
[40] journalists
[40] more
[34] learn
[33] course
[32] #data

Top Words in Tweet in G5:
[144] #ddj
[143] ke
[143] #tejran
[142] teja
[142] aap
[142] baare
[142] #tejasswiprakash
[140] #naagin6
[140] #karankundrra
[139] mujhe

Top Words in Tweet in G6:
[66] gijn
[64] journalism
[60] #ddj
[46] του
[41] data
[38] global
[36] 10
[36] investigative
[35] #data
[33] в

Top Words in Tweet in G7:
[218] data
[174] journalism
[170] case
[170] study
[170] plan
[115] analysis
[108] paper
[88] research
[86] chapter
[85] philosophy

Top Words in Tweet in G8:
[112] data
[90] journalism
[68] bbc
[68] visual
[68] cookbook
[68] graphics
[68] #bigdata
[68] #datajournalism
[68] #datascience
[66] อ

Top Words in Tweet in G9:
[59] journalism
[58] data
[58] border
[58] investigation
[58] fund
[52] investigative
[51] complete
[51] migrants
[51] pl
[51] belarus

Top Words in Tweet in G10:
[90] free
[45] done
[45] lot
[45] data
[45] financial
[45] journalism
[45] made
[45] access
[45] corporate
[45] lobbying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1214] data,journalism
[394] ricerca,data
[393] chi,sono
[392] gli,account
[392] account,chi
[392] sono,chi
[392] chi,seguono
[392] seguono,ricerca
[392] journalism,alex_orlowski
[392] alex_orlowski,#pietre

Top Word Pairs in Tweet in G1:
[367] #karankundrra,#kkundrrasquad
[220] better,way
[220] way,define
[220] define,'precious'
[220] 'precious',kkundrra
[220] kkundrra,dheerajdhoopar
[220] dheerajdhoopar,itsmetejasswi
[220] itsmetejasswi,#karankundrra
[220] #kkundrrasquad,#dheerajdhoopar
[220] #dheerajdhoopar,#dhoopians

Top Word Pairs in Tweet in G2:
[579] data,journalism
[394] ricerca,data
[392] gli,account
[392] account,chi
[392] chi,sono
[392] sono,chi
[392] chi,seguono
[392] seguono,ricerca
[392] journalism,alex_orlowski
[392] alex_orlowski,#pietre

Top Word Pairs in Tweet in G3:
[342] team,#samratprithviraj
[342] #samratprithviraj,coming
[342] coming,sets
[342] sets,#dancedeewanejuniors
[342] #dancedeewanejuniors,catch
[342] catch,exciting
[342] exciting,episode
[342] episode,pm
[342] pm,tonight
[342] tonight,colorstv

Top Word Pairs in Tweet in G4:
[151] data,journalism
[23] #ddjuk22,#ddj
[22] ma,data
[21] journalism,team
[20] journalism,africa
[18] #data,journalists
[17] focus,data
[15] many,#data
[15] journalists,actually
[15] actually,taken

Top Word Pairs in Tweet in G5:
[142] ke,baare
[139] aap,mujhe
[137] #ddj,ke
[136] teja,aap
[136] mujhe,#naagin6
[136] #naagin6,aur
[136] aur,#ddj
[136] baare,main
[136] main,poocho
[136] poocho,#tejasswiprakash

Top Word Pairs in Tweet in G6:
[34] investigative,journalism
[33] το,global
[33] global,investigative
[33] journalism,network
[33] network,gijn
[33] τον,#ανιχνευτήτάνκερ
[33] του,#reportersunited
[33] #reportersunited,που
[33] που,καταγράφει
[33] καταγράφει,ποιοι

Top Word Pairs in Tweet in G7:
[112] data,analysis
[85] case,study
[85] study,case
[85] business,plan
[85] plan,feasibility
[85] feasibility,study
[85] marketing,plan
[76] research,rrl
[76] rrl,thesis
[63] thesis,philosophy

Top Word Pairs in Tweet in G8:
[90] data,journalism
[68] bbc,visual
[68] visual,data
[68] journalism,cookbook
[68] cookbook,graphics
[68] graphics,#bigdata
[68] #bigdata,#datajournalism
[68] #datajournalism,#datascience
[22] แนะนำเคร,องม
[22] องม,อ

Top Word Pairs in Tweet in G9:
[52] investigative,journalism
[51] complete,data
[51] data,migrants
[51] migrants,pl
[51] pl,belarus
[51] belarus,border
[51] border,show
[51] show,overwhelming
[51] overwhelming,number
[51] number,eligible

Top Word Pairs in Tweet in G10:
[45] done,lot
[45] lot,data
[45] data,financial
[45] financial,journalism
[45] journalism,free
[45] free,made
[45] made,access
[45] access,corporate
[45] corporate,lobbying
[45] lobbying,donation

Top Replied-To
Top Replied-To in Entire Graph:
@pberizzi
@btapered
@alex_orlowski
@amuseingrts
@colorstv
@vanabeau
@karan_is_bae
@apmreports
@kkundrra
@fabioalisei

Top Replied-To in G1:
@colorstv
@karan_is_bae
@kkundrra
@officialjiotv
@pikachooo4640

Top Replied-To in G2:
@pberizzi
@alex_orlowski
@vanabeau
@ladyonorato
@fabioalisei
@nonha_stata
@terrybi1
@delladglive
@guidorusticoni
@fabcet

Top Replied-To in G3:
@vickypa05828206

Top Replied-To in G4:
@jburnmurdoch
@l_a_kelly
@rasheed_shabazz
@latanyasweeney
@edward_morgan

Top Replied-To in G6:
@meghanhoyer
@interpol_cbrne
@nytimes
@abcnews

Top Mentioned
Top Mentioned in Entire Graph:
@kkundrra
@alex_orlowski
@repubblica
@colorstv
@itsmetejasswi
@dheerajdhoopar
@marzipestonji
@gijn
@karan_is_bae
@balkaninsight

Top Mentioned in G1:
@kkundrra
@itsmetejasswi
@dheerajdhoopar
@marzipestonji
@karan_is_bae
@colorstv
@justvoot
@iamteamkkundrra
@tejranmediateam

Top Mentioned in G2:
@alex_orlowski
@repubblica
@fabioalisei
@pberizzi
@7mber
@dierema82
@irisblue2021
@matteoredaelli8
@dannymynard60
@fabcet

Top Mentioned in G3:
@colorstv

Top Mentioned in G4:
@jburnmurdoch
@propublica
@bcujournalism
@ap
@l_a_kelly
@cgicheru1
@cityunilondon
@africa_datahub
@paulbradshaw
@schneierblog

Top Mentioned in G6:
@gijn
@nytimes
@washingtonpost
@njdotcom
@straits_times
@sz
@reporters_gr
@konti_sg
@business
@abcnews

Top Mentioned in G7:
@djdouglascba

Top Mentioned in G8:
@datasciencedojo

Top Mentioned in G9:
@balkaninsight
@birn_network
@rept_democracy
@delfilietuva
@gijn

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@sectest9
@odio_nao
@piyuanker12
@lt38
@cybersecurityn8
@httweets
@indiatoday
@ary_antipt
@velocity2121

Top Tweeters in G1:
@pomytudu
@pikaxchocolate
@crazybae198
@sushma21sush
@colorstv
@ktptalks
@sauravs32886249
@rajkyma58862836
@sm05154176
@kongkalleona

Top Tweeters in G2:
@repubblica
@danieledv79
@carmela_oltre
@miti_vigliero
@serenel14278447
@smilypapiking
@paolo_r_2012
@robertorenga
@a_meluzzi
@cesarebrogi1

Top Tweeters in G3:
@anki4uever
@happee_rajput
@twtlikeakhiladi
@bhushanadhau1
@abhishekv766
@manishk90336236
@dev_the_gabbar
@bhagchand_ak
@prince_12silwal
@salil5555

Top Tweeters in G4:
@bbcnews
@jimallthetime
@rstatstweet
@ap
@buckleyswartz
@chrislepkowski
@thetimes
@margymaclibrary
@jeffreyjdean
@claudiner66

Top Tweeters in G5:
@jasly20061611
@humtsoemeripeni
@alinsamal1
@samantadigal
@priyank87328285
@endofdayzzz_
@kj26510053
@renugrg8
@deepikagehlawat
@vishbhgat

Top Tweeters in G6:
@velocity2121
@business
@guardian
@straits_times
@ambrowoll
@nytimes
@washingtonpost
@vedatsamur
@usatoday
@pmihail1

Top Tweeters in G7:
@npsusa
@stanleyepstein
@dan__brummitt
@k4tc4rl0
@ultrascan419
@halfeatenmind
@reddishraven
@moltobenone
@klassalle
@dd_fafa_

Top Tweeters in G8:
@piyuanker12
@fabriciosx
@oohsewan
@carnatang98
@pvalsfr
@yoonkiraa
@datasciencebot_
@grjenkin
@xthebigdatabotx
@alternative200

Top Tweeters in G9:
@tonkatoy_1
@tulilam
@leckerc
@spysun04
@balkaninsight
@lisefalardeau
@vaultausir
@delfilietuva
@manginie
@chchr11

Top Tweeters in G10:
@doku_hl_sd
@barta57
@teslatodd420
@unusual_whales
@elonfantommy
@ses_3
@linky_marine
@designatude
@uradopted5
@actualminuteman


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