blacklivesmatter, Twitter, 9/11/2019 11:36:12 AM, 209418


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blacklivesmatter_2019-09-11_03-30-12.xlsx
blacklivesmatter_2019-09-11_03-30-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Short Description:
blacklivesmatter via NodeXL http://bit.ly/2AbAqki
@shaunking
@africamustwake
@nfl
@joseph2482f
@rancidhategob
@hitnhomeboy
@mikelawrence813
@conspirator0
@iconickbeauty
@realdonaldtrump

Top hashtags:
#blacklivesmatter
#blacktwitter
#blm
#policebrutality
#nfl

Description:
Description
The graph represents a network of 4,710 Twitter users whose tweets in the requested range contained "blacklivesmatter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 September 2019 at 10:32 UTC.

The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 20-hour, 0-minute period from Friday, 06 September 2019 at 03:59 UTC to Monday, 09 September 2019 at 23:59 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 : 4710
Unique Edges : 5288
Edges With Duplicates : 1663
Total Edges : 6951
Number of Edge Types : 3
Tweet : 1883
Mentions : 4610
Replies to : 458
Self-Loops : 1883
Reciprocated Vertex Pair Ratio : 0.0112432432432432
Reciprocated Edge Ratio : 0.0222364763737439
Connected Components : 1087
Single-Vertex Connected Components : 604
Maximum Vertices in a Connected Component : 2104
Maximum Edges in a Connected Component : 3397
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.899149
Graph Density : 0.000210871444165056
Modularity : 0.717667
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[92] http://www.youtube.com/watch?v=9Ed_E1suSsI&feature=youtu.be

[50] https://twitter.com/_sjpeace_/status/1170402987040235531
[46] https://twitter.com/TheRISEofROD/status/1170386534794747904
[40] https://twitter.com/nowthisnews/status/1170136600350605312
[31] https://twitter.com/CraneBoss17/status/1169445782828793857
[19] http://www.themyscira-blog.com/2019/02/sans-regret.html
[13] http://www.themyscira-blog.com/2019/08/what-white-nonsense-is-this.html
[13] https://abc30.com/teen-sues-fresno-pd-using-video-of-officer-punching-him-multiple-times/5482124/
[8] https://www.youtube.com/watch?v=ZaSf_6RIyeQ

[8] https://amazon.com/dp/B07P6MB48T

Top URLs in Tweet in G1:
[92] http://www.youtube.com/watch?v=9Ed_E1suSsI&feature=youtu.be

[8] https://www.youtube.com/watch?v=ZaSf_6RIyeQ

[4] https://twitter.com/nowthisnews/status/1170136600350605312
[4] https://www.youtube.com/watch?v=pNWwxZJWf_s

[4] http://www.ladythrillerentertainment.com/2017/06/video-avalanche-architect-dream-catcher.html
[4] https://www.youtube.com/watch?v=4ss6p66qFpA&feature=youtu.be
[4] https://www.facebook.com/funkflexhot97/videos/1193105220809833/
[4] http://www.hustleandgrynd.com/avalanche-architect-pree-avalanche_rap/
[4] https://soundcloud.com/avalanches-fans-love-him-1/avalanche-the-architect-what-want-static-tekashi-69-diss-track
[4] http://indierapblog.com/2017/03/10/avalanche-the-architect-burn-babylon-remix-ft-mega-sean-and-ke-ke-i/

Top URLs in Tweet in G2:
[2] https://medium.com/@shaunkingfinancialreivewboard/shaun-king-financial-report-318661d97125
[1] https://twitter.com/i/web/status/1168861544022761473
[1] https://twitter.com/SavoyMediaGroup/status/1171096293978116096
[1] https://twitter.com/i/web/status/1170880305772806144
[1] https://moguldom.com/?p=197113
[1] https://twitter.com/i/web/status/1169986583774339072
[1] https://twitter.com/i/web/status/1170439507742724096
[1] https://twitter.com/i/web/status/1170148703895728128
[1] https://twitter.com/i/web/status/1169652414456057856
[1] https://twitter.com/i/web/status/1169946325116473344

Top URLs in Tweet in G4:
[3] https://www.forbes.com/sites/maryjuetten/2019/09/05/leadership-tips-empathy-is-key/
[2] https://www.vox.com/2019/9/6/20852579/august-jobs-report-growth-economy?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.vox.com/culture/2019/9/8/20854598/just-mercy-review-michael-b-jordan-jamie-foxx-bryan-stevenson?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://link.medium.com/iYJEa6SROZ
[1] https://twitter.com/i/web/status/1171187981790564352
[1] https://twitter.com/i/web/status/1170103668315525120
[1] https://twitter.com/i/web/status/1169961958667251713
[1] https://twitter.com/i/web/status/1170084110666088448
[1] https://twitter.com/i/web/status/1170395955444629504
[1] https://twitter.com/i/web/status/1170099751397679104

Top URLs in Tweet in G5:
[18] http://www.themyscira-blog.com/2019/02/sans-regret.html
[13] http://www.themyscira-blog.com/2019/08/what-white-nonsense-is-this.html
[5] http://news.infoshop.org/police-state/how-black-lives-matter-evolved/
[4] http://www.themyscira-blog.com/2019/02/dear-white-trash.html
[3] http://SharpieGate.com
[3] https://theintercept.com/2015/08/18/undercover-police-spied-on-ny-black-lives-matter/
[3] https://twitter.com/CNN/status/1169727167435083776
[2] https://moguldom.com/220876/shootings-in-south-l-a-last-summer-were-racially-motivated-d-a-says/
[2] http://fus.in/1OBnhhy
[1] https://twitter.com/i/web/status/1171195521731633159

Top URLs in Tweet in G6:
[4] https://unitedblackbooks.org/blogs/news/breaking-michael-brown-did-not-rob-convenience-store-new-footage-revealed
[1] https://twitter.com/i/web/status/1168671210345025537
[1] https://twitter.com/i/web/status/1170432708755054593
[1] https://twitter.com/i/web/status/1171122964328275969
[1] https://twitter.com/i/web/status/1171090127856250882
[1] https://atlantablackstar.com/2019/09/05/missouri-cop-chases-black-man-out-of-mall-fires-7-times-killing-him-because-they-spotted-a-gun-in-his-waist/
[1] https://twitter.com/i/web/status/1169950250955628544
[1] https://twitter.com/i/web/status/1170012341926322177
[1] https://twitter.com/i/web/status/1170386708975800322
[1] https://twitter.com/i/web/status/1170967463053467651

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1170781503040753665
[1] https://twitter.com/i/web/status/1170854950601220096
[1] https://twitter.com/i/web/status/1169863613231718400

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1170529646342856704

Top URLs in Tweet in G9:
[3] https://twitter.com/zellieimani/status/1169781684511920130
[1] https://twitter.com/i/web/status/1171161770532265985
[1] https://twitter.com/i/web/status/1170690389864587266
[1] https://twitter.com/i/web/status/1170816064952918016
[1] https://twitter.com/i/web/status/1170796042780102656
[1] https://twitter.com/BlackParenting1/status/1170682964440690688
[1] https://twitter.com/i/web/status/1170760542971150336
[1] https://twitter.com/i/web/status/1170724311210123264
[1] https://twitter.com/i/web/status/1170712252074381314
[1] https://twitter.com/i/web/status/1170711554645483521

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=cQIbMlggdG0&feature=youtu.be

[1] https://twitter.com/i/web/status/1170386784305307648
[1] https://twitter.com/i/web/status/1171156161288003584
[1] https://twitter.com/CurtisScoon/status/1170897632979554304
[1] https://twitter.com/i/web/status/1169935257451339777
[1] https://link.medium.com/oxm4BpqqQZ
[1] https://twitter.com/i/web/status/1170024953841934339
[1] https://twitter.com/i/web/status/1170045587099660293
[1] https://twitter.com/i/web/status/1169827193309917186
[1] https://twitter.com/i/web/status/1170031739789594624

Top Domains
Top Domains in Tweet in Entire Graph:
[1443] twitter.com
[173] youtube.com
[44] atlantablackstar.com
[37] themyscira-blog.com
[25] paper.li
[23] instagram.com
[23] facebook.com
[17] huffpost.com
[16] amazon.com
[14] flickr.com

Top Domains in Tweet in G1:
[331] twitter.com
[131] youtube.com
[13] facebook.com
[12] instagram.com
[5] suprpac.com
[4] ebay.com
[4] ladythrillerentertainment.com
[4] hustleandgrynd.com
[4] soundcloud.com
[4] indierapblog.com

Top Domains in Tweet in G2:
[11] twitter.com
[2] medium.com
[1] moguldom.com
[1] blogspot.com

Top Domains in Tweet in G4:
[65] twitter.com
[5] vox.com
[4] politico.com
[4] medium.com
[3] rawstory.com
[3] forbes.com
[2] huffpost.com
[2] thedailybeast.com
[2] mediaite.com
[2] mashable.com

Top Domains in Tweet in G5:
[58] twitter.com
[36] themyscira-blog.com
[5] infoshop.org
[3] sharpiegate.com
[3] moguldom.com
[3] theintercept.com
[2] fus.in
[2] youtube.com
[1] complex.com
[1] blackagendareport.com

Top Domains in Tweet in G6:
[20] twitter.com
[4] unitedblackbooks.org
[1] atlantablackstar.com
[1] breitbart.com

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com

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

Top Domains in Tweet in G10:
[20] twitter.com
[2] youtube.com
[1] medium.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2938] blacklivesmatter
[190] blacktwitter
[149] blm
[113] policebrutality
[101] nfl
[99] blackexcellence
[92] hireblackcoaches
[85] berniesanders
[83] blackhistory
[83] ados



Top Hashtags in Tweet in G1:
[721] blacklivesmatter
[96] nfl
[92] hireblackcoaches
[34] blacktwitter
[33] blm
[29] alllivesmatter
[27] trump
[25] feminism
[24] policebrutality
[24] islam

Top Hashtags in Tweet in G2:
[198] blacklivesmatter
[4] rt
[3] ados
[3] alllivesmatter
[2] tangibles2020
[2] soros
[1] jayz
[1] motherjones

Top Hashtags in Tweet in G3:
[5] transcrowdfund
[3] blacktranscrowdfund
[3] blacklivesmatter
[3] sisters
[2] payblackwomen
[1] cashappfriday
[1] trustblacktranswomen

Top Hashtags in Tweet in G4:
[90] blacklivesmatter
[34] indivisible
[5] odessa
[5] elpaso
[5] dayton
[5] alllivesmatter
[5] takeaknee
[4] losethelostcause
[3] trump
[3] stuffyoudothatwehate

Top Hashtags in Tweet in G5:
[91] blacklivesmatter
[24] notmypresident
[15] resist
[14] usa
[14] impeach
[13] billoreilly
[13] trumpisawhitesupremacist
[13] trumpisaracist
[13] racistsfortrump
[13] votethemout

Top Hashtags in Tweet in G6:
[46] blacklivesmatter
[16] trumpisawhitesupremacist
[12] alllivesmatter
[8] iamterrytillman
[8] justiceforterrytillman
[8] iammybrotherskeeper
[4] black
[4] police
[4] liberalbigot
[4] michaelbrown

Top Hashtags in Tweet in G7:
[113] blacklivesmatter

Top Hashtags in Tweet in G9:
[35] blacklivesmatter
[5] blacktwitter
[5] blackcommunity
[4] dnc
[4] amjoy
[4] police
[4] unitytour
[3] liberals
[3] democrats
[3] msm

Top Hashtags in Tweet in G10:
[21] blacklivesmatter
[11] ados
[9] blacktwitter
[7] blacktwittermovement
[4] ericgarner
[4] sandrabland
[4] altonsterling
[4] walterscott
[4] jordandavis
[4] whosenext

Top Words
Top Words in Tweet in Entire Graph:
[2043] Words in Sentiment List#1: Positive
[3417] Words in Sentiment List#2: Negative
[105] Words in Sentiment List#3: Angry/Violent
[85104] Non-categorized Words
[90580] Total Words
[2936] #blacklivesmatter
[948] black
[354] white
[279] movement
[259] shaunking

Top Words in Tweet in G1:
[721] #blacklivesmatter
[100] 2019
[99] tell
[96] #nfl
[92] september
[92] nflnetwork
[92] #hireblackcoaches
[91] black
[48] 30am
[46] police

Top Words in Tweet in G2:
[198] #blacklivesmatter
[197] shaunking
[187] raise
[186] movement
[186] began
[186] helped
[186] over
[186] 34
[186] 5
[184] million

Top Words in Tweet in G3:
[275] black
[141] trans
[141] women
[138] leave
[135] iconickbeauty
[134] lesbians
[134] c
[134] shapps
[134] v
[134] nmos

Top Words in Tweet in G4:
[90] #blacklivesmatter
[34] #indivisible
[12] usa
[12] potus
[12] many
[11] nfl
[10] white
[10] whitehouse
[9] more
[8] mediaite

Top Words in Tweet in G5:
[90] #blacklivesmatter
[40] themyscira_blog
[37] white
[35] realdonaldtrump
[25] times
[24] #notmypresident
[22] black
[17] thought
[17] racism
[17] highest

Top Words in Tweet in G6:
[49] man
[48] men
[48] black
[46] #blacklivesmatter
[45] africamustwake
[45] young
[44] items
[43] stop
[43] profiled
[43] college

Top Words in Tweet in G7:
[114] conspirator0
[114] here's
[114] interesting
[114] group
[114] ten
[114] accounts
[113] #blacklivesmatter
[112] created
[112] july
[112] 13th

Top Words in Tweet in G8:
[193] abuse
[97] fuck
[97] shit
[97] white
[97] murderer
[97] runs
[97] naked
[97] avoiding
[97] arrest
[97] cops

Top Words in Tweet in G9:
[35] #blacklivesmatter
[15] nowthisnews
[8] msnbc
[6] cnn
[6] black
[5] donlemon
[5] amjoyshow
[5] naacp
[5] #blacktwitter
[5] #blackcommunity

Top Words in Tweet in G10:
[42] berniesanders
[39] black
[33] world
[32] hear
[32] correctly
[32] abort
[32] more
[32] third
[32] brown
[32] babies

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[242] #blacklivesmatter,movement
[193] shaunking,#blacklivesmatter
[193] movement,began
[193] began,helped
[193] helped,raise
[193] raise,over
[193] over,34
[189] 34,5
[189] 5,million
[187] million,families

Top Word Pairs in Tweet in G1:
[92] nflnetwork,tell
[92] tell,#nfl
[92] #nfl,#hireblackcoaches
[92] #hireblackcoaches,#blacklivesmatter
[48] 30am,nflnetwork
[44] 30pm,nflnetwork
[24] september,06
[24] 06,2019
[24] september,07
[24] 07,2019

Top Word Pairs in Tweet in G2:
[186] #blacklivesmatter,movement
[186] movement,began
[186] began,helped
[186] helped,raise
[186] raise,over
[186] over,34
[185] shaunking,#blacklivesmatter
[183] 34,5
[183] 5,million
[181] million,families

Top Word Pairs in Tweet in G3:
[141] black,trans
[141] trans,women
[137] women,leave
[134] black,lesbians
[134] lesbians,black
[134] leave,c
[134] c,shapps
[134] shapps,v
[134] v,nmos
[134] nmos,p

Top Word Pairs in Tweet in G4:
[34] #blacklivesmatter,#indivisible
[7] 9,11
[5] 102,million
[5] million,white
[5] #alllivesmatter,#blacklivesmatter
[5] confederate,flag
[5] #takeaknee,#blacklivesmatter
[4] #elpaso,#dayton
[4] white,males
[4] males,usa

Top Word Pairs in Tweet in G5:
[17] thought,racism
[17] racism,highest
[17] highest,level
[17] level,white
[17] white,house
[13] #billoreilly,#blacklivesmatter
[13] #blacklivesmatter,#trumpisawhitesupremacist
[13] #trumpisawhitesupremacist,#trumpisaracist
[13] #trumpisaracist,#racistsfortrump
[13] series,dark

Top Word Pairs in Tweet in G6:
[45] young,black
[43] stop,man
[43] man,profiled
[43] profiled,young
[43] black,college
[43] college,men
[43] men,paid
[43] paid,items
[43] items,purchased
[42] africamustwake,stop

Top Word Pairs in Tweet in G7:
[114] here's,interesting
[114] interesting,group
[114] group,ten
[114] ten,accounts
[113] conspirator0,here's
[112] accounts,created
[112] created,july
[112] july,13th
[112] 13th,2019
[112] 2019,mention

Top Word Pairs in Tweet in G8:
[97] fuck,shit
[97] shit,white
[97] white,murderer
[97] murderer,runs
[97] runs,naked
[97] naked,avoiding
[97] avoiding,arrest
[97] arrest,cops
[97] cops,jokingly
[97] jokingly,chase

Top Word Pairs in Tweet in G9:
[5] #blacklivesmatter,#blacktwitter
[5] #blacktwitter,#blackcommunity
[4] cspanwj,judgejeanine
[3] #liberals,#democrats
[3] #democrats,#msm
[3] #msm,#dnc
[3] #dnc,#cnntownhall
[3] #cnntownhall,#trending
[3] #trending,#trendingnow
[3] #trendingnow,#democrat

Top Word Pairs in Tweet in G10:
[32] hear,berniesanders
[32] berniesanders,correctly
[32] correctly,abort
[32] abort,more
[32] more,third
[32] third,world
[32] world,brown
[32] brown,black
[32] black,babies
[32] babies,spend

Top Replied-To
Top Replied-To in Entire Graph:
@_sjpeace_
@nowthisnews
@realdonaldtrump
@shaunking
@mediaite
@thehill
@carpedonktum
@ava
@whitehouse
@rethinkms

Top Replied-To in G1:
@lettheyouthlive

Top Replied-To in G2:
@karenhunter
@shaunking
@ralphmays_

Top Replied-To in G4:
@thehill
@mediaite
@ava
@whitehouse
@dailykos
@thedemocrats
@ap
@axios
@jonathanchait
@dailycaller

Top Replied-To in G5:
@realdonaldtrump
@potus
@whitehouse
@barackobama
@skrible2003
@shawna_1111
@nytimes
@lrihendry
@bigleaguepol
@talbertswan

Top Replied-To in G6:
@andrewyang
@jaguars
@sensanders
@delta
@ftfonfs1
@blackbarriers
@atlblackstar

Top Replied-To in G7:
@kkzahu
@pickledhen
@conspirator0

Top Replied-To in G9:
@nowthisnews
@cspanwj
@amjoyshow
@esglaude
@wizdom4you
@shaunking
@lihlezonela98
@songbird145a
@bbcworld
@hazelj80

Top Replied-To in G10:
@kamalaharris
@hoya97
@cbsla
@dhsbluecampaign
@coribush
@wydmindfeersart
@ewarren
@briebriejoy
@emeraldfire1967
@obianuju

Top Mentioned
Top Mentioned in Entire Graph:
@shaunking
@iconickbeauty
@conspirator0
@mikelawrence813
@mtst
@midianinja
@blackpride____
@uofalabama
@cheshirecatsaid
@thecrimsonwhite

Top Mentioned in G1:
@theoracle_oshun
@applefortheday
@0drie0
@elijahjudah144
@zahirali
@onevenusthrow
@paganmediabites
@uspcn

Top Mentioned in G2:
@shaunking
@arthur_affect
@rolandsmartin
@2ndamendmentx
@alethas3019

Top Mentioned in G3:
@iconickbeauty
@blacktransconn1

Top Mentioned in G4:
@potus
@nfl
@gop
@whitehouse
@dnc
@voxdotcom
@hitnhomeboy
@realdonaldtrump
@gandalfdablac
@naacp

Top Mentioned in G5:
@themyscira_blog
@realdonaldtrump
@nytimes
@lokforwardangel
@eviedrae
@perrottetc
@trueblackpower
@cadsg6wls82m5up
@infoshop_news
@talbertswan

Top Mentioned in G6:
@africamustwake
@blackbarriers
@iamterrytillman
@kaepernick7
@iamtyrajackson
@sensanders
@alvedacking
@anelemkwanazi
@dcradical
@nfl

Top Mentioned in G7:
@conspirator0
@threadreaderapp
@kkzahu
@shaunking
@zellaquixote

Top Mentioned in G8:
@mikelawrence813

Top Mentioned in G9:
@msnbc
@naacp
@cnn
@nowthisnews
@donlemon
@judgejeanine
@amjoyshow
@joyannreid
@thereval
@cbsnews

Top Mentioned in G10:
@berniesanders
@mikeandersonsr
@kamalaharris
@cecilyagain
@fshakir
@ninaturner
@charpier3
@briebriejoy
@weactradio
@pr_whisperer

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@dichristine
@delta
@ez4u2say_janis
@sharneal
@isidormeyer1
@lucysullivan888
@iam360wise
@applebees
@coolbrighton

Top Tweeters in G1:
@iveyjanette_207
@testisfidelis
@avalanche_rap
@keithmfitz
@holy_sin
@twiteconomy
@oshbrn
@rupertbu
@cassie_complex
@frank_j_miles

Top Tweeters in G2:
@rolandsmartin
@arthur_affect
@smcenturff
@goodnewsgoddess
@pennyvane10
@portcitypisces
@skyebright8
@michelesweb
@liberaltwitbot
@sllertzman

Top Tweeters in G3:
@hearteyeddoll
@mabsynthe
@ti_enjoli
@shockofthequeen
@katheartwell
@joongiology
@nomiseline
@xarexerax
@iconickbeauty
@youseemfrazzled

Top Tweeters in G4:
@thehill
@dcexaminer
@dismisstrump
@mashable
@washingtonpost
@politico
@huffpostpol
@thedailybeast
@dailycaller
@wsj

Top Tweeters in G5:
@blogdiva
@carlyinnj
@jgionova
@jayoung1892
@nytimes
@granny_st
@lrihendry
@miamipapers
@rednationrising
@mimitexasangel

Top Tweeters in G6:
@delta
@amyayers16
@mvbennett26
@ganja_seeds
@kvnpkrwrd
@pattikimble
@killermike
@ladyoldandgray
@rbottoms
@ronnisuev

Top Tweeters in G7:
@kenkircher1
@politicalbee
@threadreaderapp
@llama_strudel
@estarianne
@nihaustin
@jodzio
@my2twh
@1luv2
@wtf_imtooold

Top Tweeters in G8:
@18diannem
@jjmartini21
@brendahazelhur1
@mariasagleo
@phyllis_lemley
@jenn976
@macchica26
@v2the4
@beth4hope
@mefime369

Top Tweeters in G9:
@thr
@bbcworld
@abcnews
@drboycewatkins1
@tmz
@cnn
@cbsnews
@nbcnews
@cnni
@snarky_op

Top Tweeters in G10:
@lucysullivan888
@freeandclear1
@princss6
@nyvetvote
@mikeandersonsr
@cbsla
@hoya97
@thee_stupid
@cbc
@hnvance40