Game Stop, Twitter, 2/26/2021 10:21:33 PM, 249653


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Game Stop_2021-02-26_11-44-09.xlsx
Game Stop_2021-02-26_11-44-09.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 26, 2021
Short Description:
Game Stop via NodeXL https://bit.ly/3aWxM4U
@vicious696
@documentingbtc
@navtejz
@joshheatblayze
@jasonschreier
@ea
@jimcramer
@playstation
@btcretriever
@rosefromtheashs

Top hashtags:
#bitcoin
#auspol
#scottytheliar
#nomoreonlineclasses
#stoptakingextrafunds

Description:
Description
The graph represents a network of 25,690 Twitter users whose recent tweets contained "Game Stop", 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 Friday, 26 February 2021 at 20:10 UTC.

The tweets in the network were tweeted over the 2-day, 1-hour, 37-minute period from Wednesday, 24 February 2021 at 18:05 UTC to Friday, 26 February 2021 at 19:43 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 : 25690
Unique Edges : 24765
Edges With Duplicates : 1465
Total Edges : 26230
Number of Edge Types : 5
Retweet : 7458
Tweet : 4719
Replies to : 6126
Mentions : 5931
MentionsInRetweet : 1996
Self-Loops : 4801
Reciprocated Vertex Pair Ratio : 0.0078284547311096
Reciprocated Edge Ratio : 0.0155352921310368
Connected Components : 7899
Single-Vertex Connected Components : 3615
Maximum Vertices in a Connected Component : 5385
Maximum Edges in a Connected Component : 6266
Maximum Geodesic Distance (Diameter) : 49
Average Geodesic Distance : 12.869837
Graph Density : 3.14069052551994E-05
Modularity : 0.861181
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 25,690 Twitter users whose recent tweets contained "Game Stop", 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 Friday, 26 February 2021 at 20:10 UTC.

The tweets in the network were tweeted over the 2-day, 1-hour, 37-minute period from Wednesday, 24 February 2021 at 18:05 UTC to Friday, 26 February 2021 at 19:43 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 : Game Stop
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:
[263] https://twitter.com/Akfamilyhome/status/1365325413883387907
[209] https://chaser.com.au/national/an-exhaustive-list-of-the-liberal-partys-corruption-over-the-last-7-years/
[50] https://twitter.com/dykesan_/status/1365360144389988357
[46] https://www.youtube.com/watch?v=p6OoY6xneI0&feature=youtu.be

[46] https://twitter.com/KshowAnalysis/status/1364955323342192646
[35] https://www.youtube.com/watch?v=kfC2Z7ffvNM

[33] https://twitter.com/alienmelon/status/1349124642338865153
[32] https://ad.doubleclick.net/ddm/trackclk/N9267.130910TWITTER/B25202966.293674711;dc_trk_aid=486620321;dc_trk_cid=144547020;dc_lat=;dc_rdid=;tag_for_child_directed_treatment=;tfua=;gdpr=${GDPR};gdpr_consent=${GDPR_CONSENT_755}
[31] https://finance.yahoo.com/news/game-stop-shares-close-104-higher-in-afternoon-rally-up-another-100-in-after-hours-215604847.html
[27] https://twitter.com/bioware/status/1364655332501450760

Top URLs in Tweet in G1:
[21] https://finance.yahoo.com/news/game-stop-shares-close-104-higher-in-afternoon-rally-up-another-100-in-after-hours-215604847.html
[8] https://abc7.com/gta-ban-lawmaker-wants-to-stop-sale-of-popular-video-game/10364107/
[6] https://twitter.com/alexyoubitch_/status/1364331940774486021
[6] https://twitter.com/IGN/status/1364892504932368386
[6] https://finance.yahoo.com/news/game-stop-soars-in-pre-market-after-sudden-104-rally-in-prior-session-124452096.html
[6] https://twitter.com/ign/status/1364892504932368386
[6] https://apnews.com/article/game-stop-surges-eaef3fd5ff0a536a8ada4a4f7afce4d5
[6] https://finance.yahoo.com/news/4-tips-for-traders-who-want-to-leap-into-game-stop-other-meme-stocks-193221366.html
[5] https://twitter.com/bioware/status/1364655332501450760
[5] https://twitter.com/pokemon/status/1365319952153083910

Top URLs in Tweet in G2:
[15] https://twitter.com/bioware/status/1364655332501450760

Top URLs in Tweet in G3:
[1] https://twitter.com/skullgirls/status/1365112160481910791

Top URLs in Tweet in G4:
[1] https://twitter.com/jasonschreier/status/1365005940739743745
[1] https://twitter.com/SuperBowserKain/status/1365222120704335873
[1] https://twitter.com/bioware/status/1364655332501450760
[1] https://twitter.com/IGN/status/1364655342785867781
[1] https://www.twitch.tv/andyslapz

Top URLs in Tweet in G5:
[1] https://twitter.com/cutiekkuno/status/1364873632464334854

Top URLs in Tweet in G6:
[261] https://twitter.com/Akfamilyhome/status/1365325413883387907

Top URLs in Tweet in G8:
[7] https://twitter.com/PeterPaulMD/status/1364913030765678592
[1] https://www.youtube.com/watch?v=hGeEXrR84XE&feature=youtu.be

[1] https://www.tradingview.com/chart/GME/6uTe2Sv4-ENDGAME-GAMESTOP-GME-PT-2000/
[1] https://twitter.com/public/status/1364218786757419011
[1] https://dealbreaker.com/2021/01/citadel-point72-bail-out-melvin
[1] https://twitter.com/QTRResearch/status/1364972398269857798
[1] https://twitter.com/jimcramer/status/1364902878587084800
[1] https://www.investvoyager.com/action/view_rewards_program?af_sub5=6AE9EC&shortlink=referral&pid=referral&c=Refer%20a%20Friend
[1] https://twitter.com/markets/status/1364678286148849673

Top URLs in Tweet in G9:
[2] https://www.twitch.tv/s9_shadow
[1] https://twitter.com/pokemon/status/1365319952153083910
[1] https://twitter.com/verge/status/1365320387135995908

Top URLs in Tweet in G10:
[2] https://celticswire.usatoday.com/lists/nba-boston-celtics-trust-not-the-problem/
[1] https://twitter.com/antonin_org/status/1325999027821965312?s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[1501] twitter.com
[215] youtube.com
[210] com.au
[158] twitch.tv
[100] yahoo.com
[32] doubleclick.net
[27] cnn.com
[24] abc7.com
[21] co.uk
[21] gettyimages.com

Top Domains in Tweet in G1:
[479] twitter.com
[43] yahoo.com
[42] twitch.tv
[28] youtube.com
[10] radio.com
[8] abc7.com
[6] instagram.com
[6] linkedin.com
[6] apnews.com
[4] co.uk

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

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

Top Domains in Tweet in G4:
[4] twitter.com
[1] twitch.tv

Top Domains in Tweet in G5:
[1] twitter.com

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

Top Domains in Tweet in G8:
[11] twitter.com
[1] youtube.com
[1] tradingview.com
[1] dealbreaker.com
[1] investvoyager.com

Top Domains in Tweet in G9:
[2] twitter.com
[2] twitch.tv

Top Domains in Tweet in G10:
[2] usatoday.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[320] bitcoin
[210] auspol
[206] scottytheliar
[130] nomoreonlineclasses
[122] stoptakingextrafunds
[96] wewantphysicalclases
[59] gamestop
[55] gme
[39] twitch
[38] fnafsecuritybreach



Top Hashtags in Tweet in G1:
[33] gme
[30] gamestop
[11] bitcoin
[10] twitch
[10] game
[8] doge
[8] stocks
[7] dogecoin
[7] smallstreamer
[7] amc

Top Hashtags in Tweet in G2:
[1] gta
[1] pirate
[1] scapegoats

Top Hashtags in Tweet in G4:
[2] apexlegends
[1] fuckbiowareforever
[1] redfit
[1] ealies
[1] classaction
[1] enough
[1] boycottea
[1] anthem

Top Hashtags in Tweet in G7:
[297] bitcoin
[1] gamestop
[1] elonmusk
[1] crypto

Top Hashtags in Tweet in G8:
[26] supdup
[8] amc
[7] dogecoin
[7] gme
[4] dogecoinarmy
[4] bitcoin
[3] gmetothemoon
[3] dogecoins
[3] gamestop
[3] dogearmy

Top Hashtags in Tweet in G9:
[1] pokemon
[1] pokémon

Top Hashtags in Tweet in G10:
[7] baloncesto
[7] basketball
[7] basquetból
[7] körfubolti
[7] wnbatwitter
[7] wnba
[2] nba
[2] nbatwitter
[2] lakeshow
[1] unstoppable

Top Words
Top Words in Tweet in Entire Graph:
[20623] game
[18787] stop
[2400] playing
[2198] people
[1655] play
[1614] more
[1420] one
[1379] need
[1270] games
[1269] making

Top Words in Tweet in G1:
[3979] game
[3810] stop
[435] playing
[348] play
[338] people
[248] games
[223] time
[220] need
[220] one
[208] again

Top Words in Tweet in G2:
[858] game
[801] ok
[454] stop
[416] developers
[415] development
[407] truly
[405] making
[403] rushed
[403] lets
[402] never

Top Words in Tweet in G3:
[439] stop
[439] game
[436] maybe
[435] complaining
[435] textures
[435] unreleased
[435] pokemon
[435] feel
[435] texture
[435] woman's

Top Words in Tweet in G4:
[259] game
[238] stop
[71] ea
[65] bioware
[39] games
[39] playing
[39] ign
[28] year
[28] need
[27] more

Top Words in Tweet in G5:
[325] game
[324] stop
[316] thinking
[316] immortal
[316] jett
[316] smurf
[316] bronze
[316] queue
[316] afk
[316] several

Top Words in Tweet in G6:
[566] game
[302] stop
[261] comparing
[261] botw
[47] talking
[27] good
[27] people
[25] see
[24] think
[24] tlou2

Top Words in Tweet in G7:
[303] game
[302] stop
[299] bought
[297] gamestop
[297] #bitcoin
[3] more
[2] ok
[2] work
[2] documentingbtc
[2] cryptocurrency

Top Words in Tweet in G8:
[265] stop
[262] game
[114] bitcoin
[84] jimcramer
[74] believe
[62] gamestop
[57] sell
[56] players
[56] one
[53] elonmusk

Top Words in Tweet in G9:
[187] game
[156] stop
[121] pokemon
[36] people
[29] games
[29] nintendoamerica
[28] complaining
[23] looks
[21] enjoy
[21] go

Top Words in Tweet in G10:
[151] game
[137] stop
[26] nba
[24] re
[20] watching
[20] best
[17] espn
[16] don
[15] playing
[15] one

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2486] game,stop
[1372] stop,playing
[897] stop,making
[798] re,cool
[669] playing,game
[661] stop,game
[628] video,game
[614] stop,complaining
[571] stop,being
[535] game,feel

Top Word Pairs in Tweet in G1:
[849] game,stop
[268] stop,playing
[137] playing,game
[112] stop,being
[112] need,stop
[107] video,game
[106] please,stop
[102] stop,game
[94] play,game
[80] stop,thinking

Top Word Pairs in Tweet in G2:
[415] game,development
[404] stop,making
[403] rushed,game
[400] dear,game
[400] game,publishers
[400] publishers,starting
[400] starting,see
[400] see,pattern
[400] pattern,brilliant
[400] brilliant,ideas

Top Word Pairs in Tweet in G3:
[435] maybe,stop
[435] stop,complaining
[435] complaining,textures
[435] textures,unreleased
[435] unreleased,pokemon
[435] pokemon,game
[435] game,feel
[435] feel,texture
[435] texture,woman's
[435] woman's,skin

Top Word Pairs in Tweet in G4:
[22] stop,playing
[19] game,stop
[10] please,stop
[10] stop,making
[10] playing,game
[9] thesimcommunity,sims
[9] sims,expensive
[9] expensive,need
[9] need,more
[9] more,pack

Top Word Pairs in Tweet in G5:
[316] stop,thinking
[316] thinking,immortal
[316] immortal,jett
[316] jett,smurf
[316] smurf,bronze
[316] bronze,queue
[316] queue,game
[316] game,afk
[316] afk,several
[316] several,times

Top Word Pairs in Tweet in G6:
[261] stop,comparing
[261] comparing,game
[261] game,botw
[261] botw,game
[23] think,stop
[23] stop,defending
[23] defending,tlou2
[23] tlou2,see
[23] see,someone
[23] someone,talking

Top Word Pairs in Tweet in G7:
[299] stop,game
[297] gamestop,stop
[297] game,bought
[297] bought,#bitcoin
[2] cryptocurrency,investor
[2] investor,stop
[2] stop,refreshing
[2] refreshing,account
[2] account,10
[2] 10,seconds

Top Word Pairs in Tweet in G8:
[137] game,stop
[47] one,stop
[37] think,ryan
[37] ryan,cohen
[37] cohen,make
[37] make,gamestop
[37] gamestop,bitcoin
[37] bitcoin,store
[37] store,bet
[37] bet,players

Top Word Pairs in Tweet in G9:
[16] stop,complaining
[16] game,freak
[15] game,stop
[13] game,looks
[12] stop,playing
[11] stop,giving
[10] art,style
[10] going,stop
[9] people,stop
[9] omegafolklore,pokemon

Top Word Pairs in Tweet in G10:
[10] sponhourm,stop
[10] stop,watching
[9] watching,nfl
[9] nfl,literally
[9] literally,hate
[9] hate,angle
[9] angle,re
[9] re,playing
[9] playing,madden
[9] madden,re

Top Replied-To
Top Replied-To in Entire Graph:
@jimcramer
@pokemon
@cyberpunkgame
@bioware
@elonmusk
@fortnitegame
@nassirsgoat
@stop_trump20
@treyarch
@canning_box

Top Replied-To in G1:

Top Replied-To in G2:
@cobaltstarlight
@ilstatepolice
@crusader3456
@theicon2125
@lychee_the
@romudeth
@akamebigtits
@danio13
@porshapwr

Top Replied-To in G3:
@shycurlyfries1

Top Replied-To in G4:
@bioware
@thesims
@ign
@thesimcommunity
@respawn
@playapex
@ea
@eamaddennfl
@donaldmustard
@titanfallblog

Top Replied-To in G6:
@boogiedownpapi
@xboxnintendo221
@supertubereddie
@blessingjr
@ice_koobs
@tm65claw
@butthetruthis1
@stephen_fremel
@novelbeef
@zenx_tequa

Top Replied-To in G7:
@documentingbtc

Top Replied-To in G8:
@jimcramer
@elonmusk
@stoolpresidente
@robinhoodapp
@timcast
@stockmktnewz
@gamestop
@alifarhat79
@chamath
@parikpatelcfa

Top Replied-To in G9:
@pokemon
@nintendoamerica
@omegafolklore
@migratingpig
@animalcrossing
@doki_heartthrob
@bbh1017
@jbt360
@sixers
@samshawmedia

Top Replied-To in G10:
@sponhourm
@bemore27
@nuggets
@nba
@lakersnation
@lakers
@espn
@badgeplug
@superhamrick94
@mavsplswin

Top Mentioned
Top Mentioned in Entire Graph:
@scottmorrisonmp
@imrankhanpti
@hecpkofficial
@shafqat_mahmood
@pokemon
@markiplier
@cyberpunkgame
@ea
@steelwoolstudio
@kotaku

Top Mentioned in G1:
@briancohen0
@thebigbull21
@gamesetmatchco

Top Mentioned in G2:
@vicious696
@rosefromtheashs
@alexthegreenma1
@nebulahurricane
@jasonschreier
@notcursede
@katymontgomerie
@docta_moe

Top Mentioned in G3:
@sajurf
@lx_type
@datboijhoson
@caydenthedawg

Top Mentioned in G4:
@ea
@ign
@playapex
@bioware
@anthemgame
@halo
@respawn
@thesims
@geoffkeighley
@jasonschreier

Top Mentioned in G6:
@gameinformer
@dersprocket
@modorox_
@gamereviews_txt
@jonatha77184525
@unbearableodor
@gustoff85
@dekuei
@jokerramp22
@ravenarcher774

Top Mentioned in G8:
@elonmusk
@gamestop
@jimcramer
@amctheatres
@coinbase
@robinhoodapp
@stoolpresidente
@vladtenev
@mcuban
@gamestopcorp

Top Mentioned in G9:
@pokemon
@nintendoamerica
@serebiinet
@animalcrossing
@samshawmedia
@yeisongmmz
@wildingsoup
@t_likens
@migratingpig
@eragonnogare

Top Mentioned in G10:
@espn
@nba
@thehoopcentral
@devinbook
@kingjames
@celtics
@nuggets
@firsttake
@bemore27
@currypiston

Top Tweeters
Top Tweeters in Entire Graph:
@urbandictionary
@xboxsupport
@jurylady5
@threadreaderapp
@marcodacostafx
@atviassist
@streamerwall
@sgh_rts
@tommybrain
@mlnangalama

Top Tweeters in G1:
@marcodacostafx
@tommybrain
@iacobellist
@fainformazione
@loudl
@rtarabic
@_griot_
@lelkan
@dantepasusu
@elegantsavant

Top Tweeters in G2:
@dance4jonas
@mediawatcher36
@cookiehess24
@romudeth
@yungchiefkeefjr
@thepaul25
@demonkingoda
@commustyles
@realdavidfuller
@newdarkcloud

Top Tweeters in G3:
@azamjauhari_
@kaffkarockopera
@realshitzo
@sonhiram
@gengarsmother
@silvoxed
@weirdo_odd
@davide7x
@phoenixlives_
@za_phantomssb

Top Tweeters in G4:
@urocklive1
@xbox
@ign
@kerr_kiara
@melbbsbk610
@eamaddennfl
@kranitoko
@hamburgerjack
@theorangebomb
@realisaiahtse

Top Tweeters in G5:
@nkengkun
@enhakpop
@kyrie_kvng
@aaron_____davis
@taetsu4
@memicsamed
@0xnyatsu
@wanhyun_
@comfiyuki
@beemrajbhagwan1

Top Tweeters in G6:
@jasonlopezii
@hardcor_barra
@alchemistgira
@___liltwinkle
@nicholasjlevi
@brandometry
@carloseats
@umigurashi5
@joshuashanevis
@tabbychu

Top Tweeters in G7:
@miguelicarlos
@cryptocoinage
@fromagefrait
@brizendinesean
@semmoneglynn
@adam_moody4
@dahtween
@nathanmars7
@medinacerecero
@flaecon

Top Tweeters in G8:
@djciti
@justposa
@banderson718
@jimcramer
@mrflintstone328
@hedgefundsrati1
@wmiddelkoop
@johngor77222373
@stoolpresidente
@mercedesbenz

Top Tweeters in G9:
@thericosuave_
@fearlesschris8
@averydmerrick
@hikounokangae
@alongcamezuess
@pokemon
@target
@omegafolklore
@joemerrick
@darksavior19

Top Tweeters in G10:
@jetblue
@cantankerusfemi
@billsmafia178
@nba
@netsdaily
@usatodaysports
@ericpincus
@lakersnation
@bucks
@najejh


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