Cancel Culture, Twitter, 1/14/2021 3:25:58 AM, 245551


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Cancel Culture_2021-01-13_18-42-49.xlsx
Cancel Culture_2021-01-13_18-42-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 14, 2021
Short Description:
Cancel Culture via NodeXL https://bit.ly/2XEWBeo
@maxberger
@aslavitt
@jenashleywright
@marcellacomedy
@jim_jordan
@telushk
@thehill
@samharrisorg
@ditzkoff
@dataeditor

Top hashtags:
#impeachmentday
#expeltheseditionists
#americaortrump
#cancelculture
#jimjordan

Description:
Description
The graph represents a network of 18,087 Twitter users whose recent tweets contained "Cancel Culture", 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, 14 January 2021 at 03:03 UTC.

The tweets in the network were tweeted over the 3-hour, 26-minute period from Wednesday, 13 January 2021 at 23:16 UTC to Thursday, 14 January 2021 at 02:42 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 : 18087
Unique Edges : 19861
Edges With Duplicates : 512
Total Edges : 20373
Number of Edge Types : 5
Retweet : 16037
Replies to : 1500
Mentions : 938
Tweet : 1122
MentionsInRetweet : 776
Self-Loops : 1139
Reciprocated Vertex Pair Ratio : 0.00157869810029995
Reciprocated Edge Ratio : 0.0031524194819524
Connected Components : 1271
Single-Vertex Connected Components : 561
Maximum Vertices in a Connected Component : 15177
Maximum Edges in a Connected Component : 17605
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.51675
Graph Density : 5.81832776118323E-05
Modularity : 0.846947
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 18,087 Twitter users whose recent tweets contained "Cancel Culture", 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, 14 January 2021 at 03:03 UTC.

The tweets in the network were tweeted over the 3-hour, 26-minute period from Wednesday, 13 January 2021 at 23:16 UTC to Thursday, 14 January 2021 at 02:42 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 : Cancel Culture
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:
[169] https://twitter.com/WhiteHouse/status/1349492130578919425
[120] https://twitter.com/forbes/status/1349420812063928322
[115] https://nationalpost.com/opinion/rex-murphy-canada-is-in-crisis-erin-otoole-where-are-you
[96] https://thehill.com/homenews/administration/533996-eric-trump-business-cancellations-part-of-liberal-cancel-culture
[37] https://www.chicagotribune.com/columns/rex-huppke/ct-trump-impeached-cancel-culture-jim-jordan-house-capitol-huppke-20210113-og6kmejp6neldhnb2yxdbedjbe-story.html
[36] https://twitter.com/politico/status/1349401462611308544
[33] https://twitter.com/yamiche/status/1349195361873752064
[31] https://twitter.com/mikedebonis/status/1349383159587229698
[29] https://twitter.com/kylegriffin1/status/1349411397495525376
[28] https://twitter.com/jgboberg/status/1349491184758976512

Top URLs in Tweet in G1:
[2] https://thehill.com/homenews/administration/533996-eric-trump-business-cancellations-part-of-liberal-cancel-culture
[2] https://twitter.com/nytimes/status/1349412994015490049
[2] https://twitter.com/jakesherman/status/1349391554859962373

Top URLs in Tweet in G2:
[1] https://twitter.com/foxla/status/1349507047969026048
[1] https://twitter.com/politico/status/1349401462611308544

Top URLs in Tweet in G3:
[3] https://twitter.com/business/status/1349404586679934979
[3] https://twitter.com/JakeSherman/status/1349391554859962373
[1] https://twitter.com/forbes/status/1349420812063928322

Top URLs in Tweet in G4:
[5] https://twitter.com/mmcauliff/status/1349196195206471687
[2] https://twitter.com/mattbc/status/1349045181337763847
[1] https://twitter.com/AmoneyResists/status/1349495729987985408

Top URLs in Tweet in G5:
[11] https://twitter.com/politico/status/1349401462611308544
[10] https://twitter.com/thehill/status/1349510557469179904
[6] https://apnews.com/article/eric-trump-cancel-culture-78f8e2fa29715e142a281bd6480c0782
[5] https://www.alternet.org/2021/01/eric-trump/
[4] https://twitter.com/whitehouse/status/1349492130578919425
[4] https://twitter.com/aslavitt/status/1349494754854187010
[4] https://twitter.com/business/status/1349404586679934979
[4] https://twitter.com/SamHarrisOrg/status/1349421331717099520
[4] https://www.narcity.com/en-ca/news/eric-trump-says-the-reason-for-backlash-against-his-dad-right-now-is-cancel-culture
[3] https://twitter.com/WhiteHouse/status/1349492130578919425

Top URLs in Tweet in G6:
[1] https://twitter.com/Baelnoren/status/1349505810594992135

Top URLs in Tweet in G7:
[11] https://www.cnn.com/2020/07/07/politics/fact-check-trump-cancel-culture-boycotts-firings/index.html
[3] https://deadstate.org/eric-trump-blames-cancel-culture-for-businesses-ditching-the-trump-brand-after-maga-riot/?utm_source=dlvr.it&utm_medium=twitter
[1] https://amp.cnn.com/cnn/2020/07/07/politics/fact-check-trump-cancel-culture-boycotts-firings/index.html?__twitter_impression=true

Top URLs in Tweet in G8:
[28] https://twitter.com/mikedebonis/status/1349383159587229698
[26] https://twitter.com/NickKnudsenUS/status/1349417126000431104
[4] https://twitter.com/politico/status/1349401462611308544
[3] https://twitter.com/forbes/status/1349420812063928322
[2] https://www.cnn.com/2020/07/07/politics/fact-check-trump-cancel-culture-boycotts-firings/index.html
[1] https://twitter.com/marcellacomedy/status/1349418349113921537
[1] https://twitter.com/ghost_simone/status/1349415143139115013
[1] https://twitter.com/Forbes/status/1349420812063928322
[1] https://www.chicagotribune.com/columns/rex-huppke/ct-trump-impeached-cancel-culture-jim-jordan-house-capitol-huppke-20210113-og6kmejp6neldhnb2yxdbedjbe-story.html?outputType=amp&__twitter_impression=true
[1] https://lawandcrime.com/high-profile/pbs-lawyer-out-of-a-job-after-right-wing-operatives-released-secretly-taped-video-of-him-floating-re-education-camps-for-gop-voters-kids/

Top URLs in Tweet in G9:
[8] https://www.nytimes.com/2021/01/13/books/orwellian-1984.html?smid=tw-share
[4] https://thehill.com/homenews/administration/533996-eric-trump-business-cancellations-part-of-liberal-cancel-culture
[2] https://www.dailymail.co.uk/news/article-9141239/Eric-Trump-says-father-victim-cancel-culture-REFUSES-answer-Trump-incited-mob.html
[2] https://www.queerty.com/eric-trump-throws-temper-tantrum-everyone-turning-family-hangs-reporter-20210113?utm_source=Queerty+Subscribers&utm_campaign=b857d217f9-20210113_Queerty_Newsletter&utm_medium=email&utm_term=0_221c27272a-b857d217f9-429367597
[2] https://apnews.com/article/eric-trump-cancel-culture-78f8e2fa29715e142a281bd6480c0782
[1] https://twitter.com/thehill/status/1349376931360350209
[1] https://twitter.com/johnpavlovitz/status/1349512777803685890
[1] https://deadstate.org/eric-trump-blames-cancel-culture-for-businesses-ditching-the-trump-brand-after-maga-riot/
[1] https://twitter.com/politico/status/1349401462611308544

Top URLs in Tweet in G10:
[2] https://twitter.com/nytimesbusiness/status/1349454689776119811
[1] https://twitter.com/johnjharwood/status/1349539670183600131

Top Domains
Top Domains in Tweet in Entire Graph:
[854] twitter.com
[119] nationalpost.com
[97] thehill.com
[39] chicagotribune.com
[36] youtube.com
[33] apnews.com
[28] quillette.com
[22] alternet.org
[19] cnn.com
[18] huffpost.com

Top Domains in Tweet in G1:
[4] twitter.com
[2] thehill.com

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

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

Top Domains in Tweet in G4:
[8] twitter.com

Top Domains in Tweet in G5:
[162] twitter.com
[6] apnews.com
[6] alternet.org
[6] youtube.com
[4] narcity.com
[4] huffpost.com
[3] apple.news
[3] chicagotribune.com
[3] co.nz
[3] easybranches.com

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

Top Domains in Tweet in G7:
[12] cnn.com
[3] deadstate.org

Top Domains in Tweet in G8:
[66] twitter.com
[2] cnn.com
[1] chicagotribune.com
[1] lawandcrime.com

Top Domains in Tweet in G9:
[8] nytimes.com
[4] thehill.com
[3] twitter.com
[2] co.uk
[2] queerty.com
[2] apnews.com
[1] deadstate.org

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] impeachmentday
[15] expeltheseditionists
[15] americaortrump
[14] cancelculture
[13] jimjordan
[11] snowflake
[10] consequenceculture
[10] traitors
[8] blm
[8] shameful



Top Hashtags in Tweet in G1:
[2] trumpcrimefamily
[1] cancelculture
[1] dontbeadick
[1] fightracism
[1] fightbigotry
[1] gopcomplicittraitors
[1] freespeechisalive

Top Hashtags in Tweet in G5:
[6] cancelculture
[4] smartnews
[3] impeachtrump
[3] impeachment2
[2] blog
[2] talkswithmons
[2] convictandremove
[2] impeachment
[2] expeltheseditionists
[1] nzpol

Top Hashtags in Tweet in G7:
[2] impeachment
[2] nounitytillaccountability
[1] impeachmentday
[1] trumpisacriminal
[1] cancelculture
[1] canceljimjordan
[1] magaterrorist
[1] gopcomplicittraitors
[1] bye
[1] magaterrorists

Top Hashtags in Tweet in G8:
[2] gymjordan
[1] jimjordanpedophileenabler
[1] impeachmentday
[1] removethemall
[1] vote
[1] dictatortrump
[1] seditioncaucus
[1] complicitcorruptgop
[1] hypocrites
[1] goptraitorstodemocracy

Top Hashtags in Tweet in G9:
[7] imbicilecoup
[1] cancelculture
[1] removetrumpnow
[1] trumpcrimefamily
[1] canceltrump

Top Words
Top Words in Tweet in Entire Graph:
[23587] cancel
[20172] culture
[10553] people
[5124] call
[4130] tried
[4053] votes
[4028] think
[4012] complaining
[3984] 81
[3953] 283

Top Words in Tweet in G1:
[6930] cancel
[6910] people
[3474] culture
[3457] think
[3456] complaining
[3455] tried
[3455] votes
[3455] 81
[3455] 283
[3455] 485

Top Words in Tweet in G2:
[4148] call
[2252] cancel
[2177] culture
[2080] consequences
[2073] others
[2073] simply
[141] people
[68] think
[67] complaining
[67] tried

Top Words in Tweet in G3:
[2626] culture
[1459] cancel
[1261] republicans
[1218] cancelled
[1217] implying
[1217] white
[1217] supremacy
[1217] yes
[1217] agree
[105] people

Top Words in Tweet in G4:
[2545] bar
[1488] cancel
[1464] culture
[1393] people
[1276] good
[1274] thought
[1273] drunk
[1273] start
[1273] everyone
[1272] early

Top Words in Tweet in G5:
[609] cancel
[578] culture
[117] people
[86] trump
[33] being
[30] speech
[30] republicans
[29] 'cancel
[28] eric
[28] consequences

Top Words in Tweet in G6:
[583] culture
[582] cancel
[544] call
[534] expired
[534] yogurt
[534] send
[534] tweet
[21] people
[10] bar
[9] republicans

Top Words in Tweet in G7:
[852] cancel
[610] culture
[473] one
[457] rep
[449] jordan
[447] jim
[423] side
[423] talk
[404] debate
[247] first

Top Words in Tweet in G8:
[750] cancel
[511] culture
[441] right
[330] jim_jordan
[279] election
[278] people
[230] last
[224] amendment
[224] being
[223] first

Top Words in Tweet in G9:
[834] cancel
[663] culture
[278] jim
[278] jordan
[272] let's
[271] prove
[270] once
[161] erictrump
[138] cancelled
[137] family

Top Words in Tweet in G10:
[561] cancel
[536] culture
[320] jim
[320] jordan
[290] allows
[290] one
[290] side
[290] talk
[289] talking
[105] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18371] cancel,culture
[4092] tried,cancel
[3991] cancel,votes
[3988] complaining,cancel
[3971] votes,81
[3953] 81,283
[3953] 283,485
[3952] 485,people
[3929] people,complaining
[3885] culture,tried

Top Word Pairs in Tweet in G1:
[3472] cancel,culture
[3456] complaining,cancel
[3455] think,people
[3455] people,complaining
[3455] culture,tried
[3455] tried,cancel
[3455] cancel,votes
[3455] votes,81
[3455] 81,283
[3455] 283,485

Top Word Pairs in Tweet in G2:
[2176] cancel,culture
[2074] call,cancel
[2073] call,consequences
[2073] culture,others
[2073] simply,call
[2072] others,simply
[67] think,people
[67] people,complaining
[67] complaining,cancel
[67] culture,tried

Top Word Pairs in Tweet in G3:
[1408] cancel,culture
[1218] culture,cancelled
[1217] culture,republicans
[1217] republicans,implying
[1217] implying,white
[1217] white,supremacy
[1217] supremacy,culture
[1217] cancelled,yes
[1217] yes,agree
[51] think,people

Top Word Pairs in Tweet in G4:
[1433] cancel,culture
[1272] early,20's
[1272] 20's,worked
[1272] worked,bar
[1272] bar,sometimes
[1272] sometimes,drunk
[1272] drunk,guys
[1272] guys,try
[1272] try,start
[1272] start,fights

Top Word Pairs in Tweet in G5:
[550] cancel,culture
[21] 'cancel,culture'
[19] jim,jordan
[18] eric,trump
[12] against,cancel
[11] hate,cancel
[10] culture,'
[10] held,accountable
[10] victim,cancel
[9] trump,business

Top Word Pairs in Tweet in G6:
[574] cancel,culture
[539] call,cancel
[534] expired,yogurt
[534] yogurt,call
[534] culture,send
[534] send,tweet
[9] culture,republicans
[9] republicans,implying
[9] implying,white
[9] white,supremacy

Top Word Pairs in Tweet in G7:
[602] cancel,culture
[446] jim,jordan
[443] rep,jim
[423] one,side
[247] first,amendment
[244] amendment,cancel
[221] culture,allows
[221] allows,one
[221] side,talk
[220] functioning,first

Top Word Pairs in Tweet in G8:
[506] cancel,culture
[223] first,amendment
[221] jim_jordan,cancel
[217] culture,first
[213] amendment,last
[213] last,wednesday
[213] wednesday,people
[213] people,believed
[213] believed,lies
[213] lies,election

Top Word Pairs in Tweet in G9:
[524] cancel,culture
[278] jim,jordan
[270] let's,cancel
[270] cancel,jim
[270] jordan,prove
[270] prove,once
[270] once,cancel
[135] erictrump,mad
[135] mad,cancel
[135] culture,grifter

Top Word Pairs in Tweet in G10:
[521] cancel,culture
[320] jim,jordan
[290] culture,allows
[290] allows,one
[290] one,side
[290] side,talk
[289] talk,jim
[289] jordan,talking
[55] perfect,metaphor
[55] metaphor,cancel

Top Replied-To
Top Replied-To in Entire Graph:
@thehill
@ddale8
@markfooterman
@ditzkoff
@politico
@ap
@aslavitt
@jim_jordan
@samharrisorg
@whitehouse

Top Replied-To in G1:
@maxberger
@bascule

Top Replied-To in G2:
@aslavitt
@blogunwoke
@dbanttari
@delaroc23
@lawstdnt21

Top Replied-To in G3:
@alexyablon
@zei_squirrel
@aslavitt
@glennf
@jarjarfan69
@othersteve

Top Replied-To in G4:
@jenashleywright
@xeroyzy
@aslavitt
@louisathelast

Top Replied-To in G6:
@hanna_hamdi

Top Replied-To in G7:
@ddale8
@ditzkoff
@therecount
@mccannpat
@cnnpolitics
@judyrosemeier
@scottmiller42
@trey_anton1

Top Replied-To in G8:
@jim_jordan
@therickwilson
@forbes
@jakesherman
@business
@louisemensch
@ariberman
@mtgreenee
@judiciarygop
@sfpelosi

Top Replied-To in G9:
@johnpavlovitz
@erictrump
@kyleim
@nickknudsenus
@davidcorndc
@thedragstate
@vegasvisions
@authorkimberley

Top Replied-To in G10:
@jawnita
@yongkhor1

Top Mentioned
Top Mentioned in Entire Graph:
@jim_jordan
@erictrump
@foxnews
@ingrahamangle
@gopleader
@liz_cheney
@quillette
@cherijacobus
@ap
@replizcheney

Top Mentioned in G1:
@gunmouth

Top Mentioned in G2:
@aslavitt
@drgjackbrown
@iwillv0te
@dbanttari
@jhaletweets
@lawstdnt21
@debbiedoestwitt
@fightinfilam
@bettybuckley
@davidzodda

Top Mentioned in G3:
@blykmyk44
@mikedrucker
@ericlayman
@benshapiro

Top Mentioned in G4:
@xeni
@uberbaldy
@emily10451325
@naby_lass

Top Mentioned in G5:

Top Mentioned in G6:
@telushk

Top Mentioned in G7:
@ditzkoff
@ddale8
@jim_jordan
@therecount
@erictrump
@juliesax
@bbc
@armandobrown86

Top Mentioned in G8:
@jim_jordan
@liz_cheney
@replizcheney
@gop
@repraskin
@housegop
@therickwilson
@maxboot
@radiofreetom
@senategop

Top Mentioned in G9:
@erictrump
@jim_jordan
@boodiebooboo
@therickwilson
@rawstory
@garyonwater

Top Mentioned in G10:
@davenewworld_2
@techstoa

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@odio_nao
@monicasloves
@aprinc3ss88
@cagney1991
@zerglinator
@britpoptarts
@mharvey816
@flight_refunds
@homegypsy

Top Tweeters in G1:
@kenkircher1
@foggybottomgal
@windmillcharger
@trump_enemy
@rebellegrrl
@pauldramone
@cathleenkucz
@michelejeanson1
@bellablue1060
@daretothink53

Top Tweeters in G2:
@mementh
@brontyman
@kulturbolschewi
@morgfair
@enrico056
@stevekoehler22
@gwydion620
@lllwry
@deathtocrazy
@redboybroken

Top Tweeters in G3:
@wise_diva
@nancypeggy
@kingshaundiz
@garden4u_wa
@zumikiss
@ruckcohlchez
@missbonekitty
@laprofe63
@heather941001
@povediitz

Top Tweeters in G4:
@1loriking
@radlein
@emccoy_writer
@nasty_woman2
@deeloralei
@iheartnoise
@galileo908
@notacquiescing
@bad_indian_girl
@aliadair22

Top Tweeters in G5:
@megresistor
@twilight2000
@vickijo54203063
@hillbeverlyhill
@jerrylingle
@rationalleft
@globalfirstnews
@iluvspringtime
@mizcoretta
@valhalladei

Top Tweeters in G6:
@n7irl
@anickel4thought
@faketitojohnson
@aspeed
@jaydestarlight
@norareed
@biyombonesaw
@tlobri
@nessa_marks
@cookiebitz5

Top Tweeters in G7:
@fieryreddragon
@micjojd
@jot_au
@ghofmar
@rhcm123
@robert_hove
@elyse4design
@mcassara143
@karoagono
@wendyverran

Top Tweeters in G8:
@aprinc3ss88
@cagney1991
@kstreet111
@business
@linda1746
@lorettabower3
@margaritateresa
@mariayells
@tdzwilewski
@andrea_51544005

Top Tweeters in G9:
@astwisa
@kristafrances
@loulachat
@davidpsdem
@suthernx
@mvwinall
@donnathorson
@rowaenthe
@zsarrina
@drdind

Top Tweeters in G10:
@britpoptarts
@bootleggirl
@amadii
@chibiufo
@iteration23
@limecello
@taniagroe
@dontcallmeshan
@theozilla01
@stlhd100