Twitch leak, Twitter, 10/7/2021 3:53:49 AM, 263935


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Twitch leak_2021-10-06_20-16-57.xlsx
Twitch leak_2021-10-06_20-16-57.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 07, 2021
Short Description:
Twitch leak via NodeXL https://bit.ly/3uN2R3n
@crankgameplays
@dream
@dreamwastaken
@knows0mething
@twitch
@ranaltboo
@verge
@rayan_ndj
@patrickademo
@herosnvrdie69

Top hashtags:
#twitchleak
#twitch
#leak
#cybersecurity
#databreach
#twitchnews
#streamer
#twitchleaks

Description:
Description
The graph represents a network of 17,460 Twitter users whose recent tweets contained "Twitch leak", 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 Thursday, 07 October 2021 at 03:32 UTC.

The tweets in the network were tweeted over the 8-hour, 15-minute period from Wednesday, 06 October 2021 at 19:00 UTC to Thursday, 07 October 2021 at 03:16 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 : 17460
Unique Edges : 19412
Edges With Duplicates : 458
Total Edges : 19870
Number of Edge Types : 5
Retweet : 15276
Tweet : 2589
MentionsInRetweet : 932
Replies to : 591
Mentions : 482
Self-Loops : 2614
Reciprocated Vertex Pair Ratio : 0.000700157535445475
Reciprocated Edge Ratio : 0.00139933531572503
Connected Components : 2448
Single-Vertex Connected Components : 1574
Maximum Vertices in a Connected Component : 12961
Maximum Edges in a Connected Component : 15459
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.871094
Graph Density : 5.62633830974444E-05
Modularity : 0.827999
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 17,460 Twitter users whose recent tweets contained "Twitch leak", 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 Thursday, 07 October 2021 at 03:32 UTC.

The tweets in the network were tweeted over the 8-hour, 15-minute period from Wednesday, 06 October 2021 at 19:00 UTC to Thursday, 07 October 2021 at 03:16 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 : Twitch leak
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:
[553] https://www.theverge.com/2021/10/6/22712250/twitch-hack-leak-data-streamer-revenue-steam-competitor
[126] https://www.videogameschronicle.com/news/twitch-leak-reveals-the-sites-highest-paid-streamers/
[108] https://trib.al/KBcmR2V
[98] https://gigazine.net/news/20211007-twitch-leak-source-code/
[60] https://www.theverge.com/2021/10/6/22712365/twitch-data-leak-breach-security-confirmation-comments
[57] https://twitter.com/Sinoc229/status/1445639261974261766
[56] https://www.dailydot.com/debug/twitch-leak-qanon-toresays-150000/
[45] https://www.ign.com/articles/twitch-reportedly-hit-by-huge-leak-source-code-payouts-and-more
[43] https://twitter.com/mikko/status/1445696812690534404
[38] https://www.videogameschronicle.com/news/the-entirety-of-twitch-has-reportedly-been-leaked/

Top URLs in Tweet in G1:
[41] https://www.ign.com/articles/twitch-reportedly-hit-by-huge-leak-source-code-payouts-and-more
[17] https://www.ign.com/articles/twitch-reportedly-hit-by-huge-leak-source-code-payouts-and-more?utm_source=twitter
[2] https://www.twitch.tv/its_capri
[2] https://twitter.com/TMZ/status/1445770761679953934
[1] https://www.theverge.com/2021/10/6/22712250/twitch-hack-leak-data-streamer-revenue-steam-competitor
[1] https://www.videogameschronicle.com/news/twitch-leak-reveals-the-sites-highest-paid-streamers/

Top URLs in Tweet in G2:
[34] https://www.theverge.com/2021/10/6/22712250/twitch-hack-leak-data-streamer-revenue-steam-competitor
[30] https://gigazine.net/news/20211007-twitch-leak-source-code/
[14] https://arstechnica.com/information-technology/2021/10/twitch-admits-to-major-leak-exposing-source-code-creator-earnings/
[11] https://www.businessinsider.com/major-twitch-hack-breach-leak-source-code-streamer-payments-2021-10
[11] https://www.theverge.com/2021/10/6/22712365/twitch-data-leak-breach-security-confirmation-comments
[11] https://mashable.com/article/twitch-data-breach-leak?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.usatoday.com/story/tech/2021/10/06/twitch-leak-payout-data-breach-hacked-streamers/6020319001/
[6] https://www.npr.org/2021/10/06/1043735239/twitch-data-breach-hack
[5] https://www.videogameschronicle.com/news/the-entirety-of-twitch-has-reportedly-been-leaked/
[5] https://twitter.com/Twitch/status/1445770441176469512

Top URLs in Tweet in G3:
[2] https://www.theverge.com/2021/10/6/22712250/twitch-hack-leak-data-streamer-revenue-steam-competitor

Top URLs in Tweet in G4:
[7] https://existentialenso.substack.com/p/thoughts-on-the-twitch-leak

Top URLs in Tweet in G5:
[16] https://www.theverge.com/2021/10/6/22712250/twitch-hack-leak-data-streamer-revenue-steam-competitor
[10] https://www.videogameschronicle.com/news/twitch-leak-reveals-the-sites-highest-paid-streamers/
[6] https://twitch.tv/
[5] https://www.privacyaffairs.com/twitch-hacked/
[5] https://twitter.com/Sinoc229/status/1445639261974261766
[5] https://arstechnica.com/information-technology/2021/10/twitch-admits-to-major-leak-exposing-source-code-creator-earnings/
[4] https://twitter.com/sournurse/status/1445811839527383043
[4] https://www.twitch.tv/settings/security
[3] https://twitter.com/inversecos/status/1445692327238914048
[3] https://www.youtube.com/watch?v=guZxrZS3jBE&feature=youtu.be


Top URLs in Tweet in G6:
[3] https://www.ctvnews.ca/sci-tech/twitch-users-urged-to-change-passwords-protect-account-information-after-data-leak-1.5614126
[1] https://twitter.com/ranaltboo/status/1445771594102558735

Top URLs in Tweet in G7:
[4] https://www.theverge.com/2021/10/6/22712250/twitch-hack-leak-data-streamer-revenue-steam-competitor
[4] https://pastebin.com/LjmaPNam
[1] https://www.businessinsider.com/major-twitch-hack-breach-leak-source-code-streamer-payments-2021-10
[1] https://www.pcworld.com/article/541564/massive-twitch-leak-reveals-source-code-creator-payouts-and-a-steam-rival.html

Top URLs in Tweet in G9:
[101] https://www.videogameschronicle.com/news/twitch-leak-reveals-the-sites-highest-paid-streamers/
[4] https://twitch.tv/
[3] https://trib.al/sOvdJ6w
[2] https://www.theverge.com/platform/amp/2021/10/6/22712365/twitch-data-leak-breach-security-confirmation-comments?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter&__twitter_impression=true
[2] https://trib.al/VTwFJaC
[1] https://www.theverge.com/2021/10/6/22712250/twitch-hack-leak-data-streamer-revenue-steam-competitor
[1] https://trib.al/8Q20Qu6

Top URLs in Tweet in G10:
[1] https://www.videogameschronicle.com/news/twitch-leak-reveals-the-sites-highest-paid-streamers/

Top Domains
Top Domains in Tweet in Entire Graph:
[671] theverge.com
[311] twitter.com
[200] twitch.tv
[178] videogameschronicle.com
[138] trib.al
[99] gigazine.net
[94] youtube.com
[88] arstechnica.com
[73] ign.com
[56] dailydot.com

Top Domains in Tweet in G1:
[58] ign.com
[2] twitch.tv
[2] twitter.com
[1] theverge.com
[1] videogameschronicle.com

Top Domains in Tweet in G2:
[63] twitter.com
[52] theverge.com
[44] twitch.tv
[31] gigazine.net
[21] arstechnica.com
[16] mashable.com
[14] youtube.com
[12] businessinsider.com
[10] securityaffairs.co
[9] videogameschronicle.com

Top Domains in Tweet in G3:
[2] theverge.com

Top Domains in Tweet in G4:
[7] substack.com

Top Domains in Tweet in G5:
[17] theverge.com
[16] twitter.com
[13] twitch.tv
[11] videogameschronicle.com
[8] youtube.com
[5] privacyaffairs.com
[5] arstechnica.com
[4] linkedin.com
[3] dexerto.com
[2] bleepingcomputer.com

Top Domains in Tweet in G6:
[3] ctvnews.ca
[1] twitter.com

Top Domains in Tweet in G7:
[4] theverge.com
[4] pastebin.com
[1] businessinsider.com
[1] pcworld.com

Top Domains in Tweet in G9:
[101] videogameschronicle.com
[6] trib.al
[4] twitch.tv
[3] theverge.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[510] twitchleak
[364] twitch
[80] leak
[57] cybersecurity
[46] databreach
[35] twitchnews
[34] streamer
[28] twitchleaks
[26] infosec
[24] gaming



Top Hashtags in Tweet in G1:
[1] twitch

Top Hashtags in Tweet in G2:
[73] twitch
[48] twitchleak
[11] leak
[11] twitchleaks
[7] vtuber
[5] twitchdobetter
[5] streamer
[5] zodiac
[5] news
[5] vtuberen

Top Hashtags in Tweet in G3:
[2] twitch

Top Hashtags in Tweet in G4:
[1] twitchleak

Top Hashtags in Tweet in G5:
[81] twitchleak
[29] twitch
[29] cybersecurity
[15] databreach
[12] leak
[12] infosec
[7] gaming
[5] security
[5] twitchtv
[4] dataleak

Top Hashtags in Tweet in G6:
[1] twitchleak

Top Hashtags in Tweet in G7:
[11] anonymous
[11] twitch
[11] leaks

Top Hashtags in Tweet in G8:
[2] twitch
[1] twitchleak

Top Words
Top Words in Tweet in Entire Graph:
[20371] twitch
[18573] leak
[4593] streamers
[3030] million
[2671] fucking
[2667] zodiac
[2652] killer
[2622] confirmed
[2598] wait
[2531] identity

Top Words in Tweet in G1:
[2529] twitch
[2509] leak
[2367] wait
[2363] confirmed
[2329] zodiac
[2327] identity
[2326] killer
[2325] fucking
[2320] screw
[72] money

Top Words in Tweet in G2:
[1640] twitch
[1527] leak
[214] streamers
[187] data
[180] people
[159] make
[132] source
[131] code
[128] money
[111] much

Top Words in Tweet in G3:
[1593] twitch
[1442] leak
[1081] game
[1081] streamer
[1080] squid
[1080] player
[1080] number
[1080] ranking
[1080] leaderboards
[194] password

Top Words in Tweet in G4:
[2493] million
[1443] leak
[1440] twitch
[1254] dream
[1253] streamers
[1247] top
[1247] billion
[1246] richest
[1246] based
[1246] xqc

Top Words in Tweet in G5:
[1651] twitch
[1249] streamers
[1065] leak
[610] think
[596] things
[595] high
[595] unfortunate
[595] few
[595] single
[594] person

Top Words in Tweet in G6:
[1100] twitch
[1090] leak
[830] know
[817] still
[817] people
[816] bad
[816] fact
[815] dont
[815] distract
[815] living

Top Words in Tweet in G7:
[1370] twitch
[735] leak
[701] streamers
[636] payout
[634] payouts
[634] sponsors
[633] major
[633] etc
[632] donations
[631] lot

Top Words in Tweet in G8:
[831] leak
[488] twitch
[440] salaires
[312] ça
[280] comment
[242] doit
[224] être
[223] depuis
[221] fête
[221] monumentale

Top Words in Tweet in G9:
[444] twitch
[425] leak
[361] top
[359] role
[356] critical
[354] lot
[352] team
[259] earners
[258] source
[254] paid

Top Words in Tweet in G10:
[634] still
[622] making
[432] twitch
[424] leak
[327] people
[320] men
[312] think
[312] women
[312] numbers
[311] much

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9787] twitch,leak
[2649] zodiac,killer
[2505] fucking,zodiac
[2500] killer,confirmed
[2498] leak,identity
[2498] identity,fucking
[2497] wait,screw
[2497] screw,twitch
[1440] twitch,streamer
[1432] squid,game

Top Word Pairs in Tweet in G1:
[2458] twitch,leak
[2325] zodiac,killer
[2323] fucking,zodiac
[2321] identity,fucking
[2321] killer,confirmed
[2320] wait,screw
[2320] screw,twitch
[2320] leak,identity
[69] guys,twitch
[69] leak,horrible

Top Word Pairs in Tweet in G2:
[903] twitch,leak
[117] source,code
[114] data,leak
[104] leak,twitch
[67] zodiac,killer
[50] twitch,data
[41] twitch,source
[40] massive,data
[38] code,creator
[37] streamers,make

Top Word Pairs in Tweet in G3:
[1080] squid,game
[1080] game,player
[1080] player,twitch
[1080] twitch,streamer
[1080] streamer,number
[1080] number,ranking
[1080] ranking,leak
[1080] leak,leaderboards
[173] twitch,leak
[160] twitch,massive

Top Word Pairs in Tweet in G4:
[1307] twitch,leak
[1246] top,richest
[1246] richest,streamers
[1246] streamers,based
[1246] based,twitch
[1246] leak,xqc
[1246] xqc,trillion
[1246] trillion,dream
[1246] dream,billion
[1246] billion,obama

Top Word Pairs in Tweet in G5:
[615] twitch,twitch
[615] twitch,streamers
[593] few,things
[592] streamers,think
[592] think,high
[592] high,time
[592] time,conversation
[592] conversation,leak
[592] leak,unfortunate
[592] unfortunate,very

Top Word Pairs in Tweet in G6:
[948] twitch,leak
[828] know,twitch
[815] leak,bad
[815] bad,dont
[815] dont,distract
[815] distract,fact
[815] fact,still
[814] still,people
[814] people,living
[811] living,wisconsin

Top Word Pairs in Tweet in G7:
[631] twitch,major
[631] major,leak
[631] leak,lot
[631] lot,stuff
[631] stuff,including
[631] including,monthly
[631] monthly,payouts
[631] payouts,streamers
[631] streamers,notables
[631] notables,note

Top Word Pairs in Tweet in G8:
[310] leak,salaires
[241] salaires,twitch
[221] comment,ça
[221] ça,doit
[221] doit,être
[221] être,fête
[221] fête,monumentale
[221] monumentale,bureaux
[221] bureaux,fisc
[221] fisc,depuis

Top Word Pairs in Tweet in G9:
[356] critical,role
[259] top,earners
[251] role,twitch
[251] twitch,money
[251] money,leak
[251] leak,seems
[251] seems,lot
[251] lot,top
[251] earners,assuming
[251] assuming,numbers

Top Word Pairs in Tweet in G10:
[311] leak,still
[311] still,making
[311] making,think
[311] think,much
[311] much,less
[311] less,women
[311] women,non
[311] non,men
[311] men,making
[311] making,twitch

Top Replied-To
Top Replied-To in Entire Graph:
@twitch
@crankgameplays
@dreamsecretclub
@dreamwastaken
@dream
@ranaltboo
@dracontv
@ordinarygamers
@badcrippie
@mrandyngo

Top Replied-To in G1:
@crankgameplays

Top Replied-To in G3:
@dreamwastaken

Top Replied-To in G4:
@dream
@seapeekay

Top Replied-To in G5:
@twitch
@dracontv
@shurjoka
@xqc
@euphorictribble
@bloxy_news
@jaidchen
@cubicleapril
@werrzz
@ki11ersix

Top Replied-To in G6:
@ranaltboo
@pikampy
@lucyyynator
@ieatdwtass
@dylan55797878

Top Replied-To in G7:
@knows0mething
@tengkunazran
@lacradorocc
@gyro_vll
@jawadpullin
@ajbakeplays

Top Replied-To in G8:
@patrickademo
@nat_keely
@titano7up
@sportpronoe
@magichaschich
@alphou_
@teufeursoff
@family_luc

Top Replied-To in G9:
@sinprops
@roleplayers_tv
@poeti_kat
@latiajacquise
@nahjracreations

Top Replied-To in G10:
@dreamifknloveu
@synstrome
@ranboosaysstuff
@alextuckr
@sniffalt

Top Mentioned
Top Mentioned in Entire Graph:
@twitch
@mylawyerfriend
@cohhcarnage
@verge
@youtube
@foxnews
@dreamwastaken
@hasanthehun
@keepersecurity
@nux_taku

Top Mentioned in G1:
@twitch

Top Mentioned in G2:
@alisterbrenton

Top Mentioned in G3:
@dreamwastaken

Top Mentioned in G4:
@inabber69

Top Mentioned in G5:
@twitch
@youtube
@drdisrespect
@twitchsupport
@sinoc229
@serverwhitelist
@gfuelenergy
@darkswordsmantv
@jacksepticeye
@ggstv_

Top Mentioned in G6:
@ranaltboo
@yaboibanic
@belovedkenz

Top Mentioned in G7:
@knows0mething
@thespoonybard17
@moistcr1tikal
@maven_01
@marlen_leroy
@goldentrawick
@masonballew

Top Mentioned in G8:
@teufeursoff
@reisendenn
@dqmnttt
@hdpnpi
@pigeonvoyageurw
@drivox_

Top Mentioned in G9:
@twitch
@gabejamesgames

Top Mentioned in G10:
@twitch

Top Tweeters
Top Tweeters in Entire Graph:
@8no3ka
@knewz_currently
@streamerwall
@cybersec_feeds
@robinsnewswire
@zyiteblog
@zyitegadgets
@thudao76
@streamer_boost
@zerglinator

Top Tweeters in G1:
@ssj3goku90
@nrs_xquizite
@treyvon2018
@oetuazim
@unusfolklore
@nessa_marks
@soulpunkvocals
@osokido
@kli_nev
@stars_instead

Top Tweeters in G2:
@8no3ka
@knewz_currently
@infoitscienza
@dart_adams
@exbulletinuk
@sweetfreedom29
@harasu_onigiri
@tenoq
@uhiiman
@wltx

Top Tweeters in G3:
@stephenwnix
@davidcosloff
@sykkoochie
@daffydil1997
@yooliest
@lilyadora_
@aubreyylolz
@preinsko
@yomidreamsmile
@moonlightcherie

Top Tweeters in G4:
@aristidebancevu
@marshalafterall
@taytsuki
@teensith
@chwangjulian
@meteoritezz
@existentialenso
@codirna
@wrarebit
@infinitelegend

Top Tweeters in G5:
@cybersec_feeds
@inpoco
@johnnyciocca
@yuinosery
@regamertron
@namidacchi25
@kainin
@xbox
@alasdairstuart
@shadowedcipher

Top Tweeters in G6:
@cookieshime
@dave1agar
@maddhacks
@julietteelton
@lovelyseoky
@0_shade_
@tenjihides
@borttheattorney
@btp1960
@marvelite04

Top Tweeters in G7:
@sommelier50
@blueravefinn
@tha_magi
@noisiness
@jo_kwanghee_07
@aitch_el
@xiaodr35
@edmthotiana
@mabukon
@1stplayercarl

Top Tweeters in G8:
@thudao76
@rayan_ndj
@toden_laviateur
@_24213
@unecapsou
@jeremyaveiro
@bahouaii91
@blvckgun
@broly76
@haidovic94

Top Tweeters in G9:
@alexandraerin
@marketwatch
@wanderindreamr
@otdderamin
@roleplayers_tv
@k_rad
@ferrictron
@2s_a_party
@jamarish
@latiajacquise

Top Tweeters in G10:
@qnfarc
@mishka21359
@anikpoptrash
@swirledeyes
@absinthe
@potter_lock
@blacknwhiteadhd
@kaorusakurayas
@corpse__child
@saltykiiinq


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