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Cancel Culture_2021-04-15_02-17-05.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 15, 2021
Short Description:
Cancel Culture via NodeXL https://bit.ly/3ah706z
@breenewsome
@sahilkapur
@jasonintrator
@tedcruz
@wholeplateway
@parkermolloy
@gop
@wingdigit
@jakelobin
@nickfrancona

Top hashtags:
#accountabilityculture
#cancelculture
#lockhimup
#benjaminmartin
#agmerrickgarland

Description:
Description
The graph represents a network of 9,632 Twitter users whose tweets in the requested range contained "Cancel Culture", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 April 2021 at 09:26 UTC.

The requested start date was Thursday, 15 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 24-minute period from Monday, 12 April 2021 at 14:07 UTC to Wednesday, 14 April 2021 at 16:32 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 : 9632
Unique Edges : 5681
Edges With Duplicates : 9139
Total Edges : 14820
Number of Edge Types : 5
Mentions : 2081
Retweet : 4227
MentionsInRetweet : 4990
Replies to : 1960
Tweet : 1562
Self-Loops : 1608
Reciprocated Vertex Pair Ratio : 0.010752688172043
Reciprocated Edge Ratio : 0.0212765957446809
Connected Components : 2270
Single-Vertex Connected Components : 923
Maximum Vertices in a Connected Component : 3037
Maximum Edges in a Connected Component : 6015
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.19017
Graph Density : 9.3224019474765E-05
Modularity : 0.618172
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,632 Twitter users whose tweets in the requested range contained "Cancel Culture", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 April 2021 at 09:26 UTC.

The requested start date was Thursday, 15 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 24-minute period from Monday, 12 April 2021 at 14:07 UTC to Wednesday, 14 April 2021 at 16:32 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 : GraphServerTwitterSearch
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:
[67] https://twitter.com/sahilkapur/status/1381971067539963904
[32] https://www.rawstory.com/benjamin-martin-fresno/
[26] https://warzel.substack.com/p/its-not-cancel-culture-its-a-platform
[24] https://rumble.com/vfm3wd-tucker-carlson-blasts-cancel-culture-left-for-trying-to-get-him-pulled-off-.html?mref=22lbp&mc=56yab
[21] https://trib.al:443/2N7gGSF
[15] https://www.usatoday.com/story/sports/columnist/mike-freeman/2021/04/13/cancel-culture-isnt-moving-all-star-game-erasing-black-lives/7197217002/
[13] http://ahabit.com/now/
[12] https://thisviewoflife.com/ronald-fisher-is-not-being-cancelled-but-his-eugenic-advocacy-should-have-consequences/
[12] https://twitter.com/vonziegesar/status/1381343455973097482
[11] https://loudwire.com/dee-snider-cancel-culture-censorship/

Top URLs in Tweet in G1:
[36] https://twitter.com/sahilkapur/status/1381971067539963904
[19] https://www.rawstory.com/benjamin-martin-fresno/
[10] https://warzel.substack.com/p/its-not-cancel-culture-its-a-platform
[7] https://twitter.com/davereaboi/status/1382180823558979584
[6] https://www.welt.de/politik/deutschland/plus230187719/Gendern-und-Cancel-Culture-Jetzt-formiert-sich-Widerstand-an-den-Unis.html
[4] https://play.google.com/store/apps/details?id=de.cellular.n24hybrid
[4] https://twitter.com/JonHeyman/status/1381977444765339659
[4] https://twitter.com/benandjerrys/status/1381743962558504969
[4] https://twitter.com/teeairra_/status/1382088237624270857
[3] https://www.huffpost.com/entry/katey-sagal-married-with-children-boycott_n_6073f9bac5b6ed59528194c7

Top URLs in Tweet in G3:
[7] https://twitter.com/sahilkapur/status/1381971067539963904
[5] https://www.foxnews.com/politics/cancel-culture-gibbons-ohio-senate-race
[3] https://www.foxnews.com/politics/trump-gop-candidates-new-digital-platform-cancel-culture
[1] https://www.forbes.com/sites/tommybeer/2021/04/13/sports-world-reacts-to-killing-of-daunte-wright-we-keep-hearing-this-cancel-culture-stuff-but-were-canceling-black-lives/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[1] https://www.forbes.com/sites/allenelizabeth/2021/04/10/seaspiracy-a-call-to-action-or-a-vehicle-of-misinformation/?sh=7a89c7e0c23a
[1] https://twitter.com/thehill/status/1382087699797008394
[1] https://twitter.com/hawleymo/status/1382106011742437380
[1] https://twitter.com/markbrewerdems/status/1382304215238852609
[1] https://twitter.com/tedcruz/status/1382078200369516545
[1] https://twitter.com/joncoopertweets/status/1381972479548198913

Top URLs in Tweet in G4:
[13] http://ahabit.com/now/
[11] http://borncool.com
[1] https://sethabramson.substack.com/p/the-gop-is-contemporary-americas
[1] https://twitter.com/sahilkapur/status/1381971067539963904
[1] https://twitter.com/dreamosaurus/status/1381520531363569673
[1] https://sethabramson.substack.com/p/the-gop-is-contemporary-americas?r=b9v5o&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G5:
[1] https://twitter.com/sahilkapur/status/1381971067539963904
[1] https://twitter.com/Acyn/status/1381767263313817600
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G6:
[1] https://www.nas.org/blogs/article/tracking-cancel-culture-in-higher-education#caseslist
[1] https://theintercept.com/2021/04/10/campus-reform-koch-young-americans-for-freedom-leadership-institute/
[1] https://www.canceledpeople.com/cancelations

Top URLs in Tweet in G7:
[1] https://sustainablebrands.com/events/view/corporate-cancel-culture-and-rise-of-stakeholder-accountability

Top URLs in Tweet in G9:
[1] https://twitter.com/jdvance1/status/1381692710046867461
[1] https://www.cato-unbound.org/print-issue/753

Top URLs in Tweet in G10:
[2] http://confinews.fr/associer-la-technologie-du-xxie-siecle-et-les-arts-du-spectacle-pour-generer-des-progres-sociaux/
[1] https://www.causeur.fr/david-lisnard-la-culture-nous-sauvera-195543?utm_source=twitter&utm_medium=social&utm_campaign=SocialWarfare
[1] https://twitter.com/franceinter/status/1382218970875461632

Top Domains
Top Domains in Tweet in Entire Graph:
[480] twitter.com
[45] substack.com
[36] rawstory.com
[34] youtube.com
[29] rumble.com
[27] loudwire.com
[23] trib.al
[16] welt.de
[15] forbes.com
[15] slate.com

Top Domains in Tweet in G1:
[243] twitter.com
[22] rawstory.com
[17] substack.com
[12] youtube.com
[8] google.com
[7] msn.com
[7] co.uk
[6] welt.de
[4] loudwire.com
[4] huffpost.com

Top Domains in Tweet in G3:
[16] twitter.com
[8] foxnews.com
[3] forbes.com

Top Domains in Tweet in G4:
[13] ahabit.com
[11] borncool.com
[2] substack.com
[2] twitter.com

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

Top Domains in Tweet in G6:
[1] nas.org
[1] theintercept.com
[1] canceledpeople.com

Top Domains in Tweet in G7:
[1] sustainablebrands.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] cato-unbound.org

Top Domains in Tweet in G10:
[2] confinews.fr
[1] causeur.fr
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[79] accountabilityculture
[48] cancelculture
[10] lockhimup
[10] benjaminmartin
[9] agmerrickgarland
[6] r4today
[6] culture
[5] ableg
[5] woke
[5] sylvesterstallone



Top Hashtags in Tweet in G1:
[11] cancelculture
[4] woke
[3] smartnews
[2] music
[2] hobbylobby
[2] freedomofspeech
[2] politics
[2] culture
[2] democrats
[2] corporatocracy

Top Hashtags in Tweet in G3:
[3] seaspiracy
[3] ohsen
[2] resignhawley
[2] cancelculture
[2] gop
[1] resigncruz
[1] accountabilityculture
[1] douchebags
[1] gqp
[1] nazigop

Top Hashtags in Tweet in G4:
[1] accountabilityculture

Top Hashtags in Tweet in G5:
[2] gop
[1] accountabilityculture
[1] gqptraitorstodemocracy
[1] repost
[1] hypocrites
[1] cancelculture
[1] boycott

Top Hashtags in Tweet in G7:
[2] cancelculture
[1] joeydoesntsharefood
[1] factsarefacts
[1] surroundedbyidiots

Top Hashtags in Tweet in G9:
[1] gqp

Top Hashtags in Tweet in G10:
[1] le79inter
[1] culture
[1] cancelculture

Top Words
Top Words in Tweet in Entire Graph:
[6918] cancel
[6314] culture
[1536] people
[891] against
[826] keep
[794] police
[782] america
[738] using
[685] protest
[677] murdering

Top Words in Tweet in G1:
[999] cancel
[958] culture
[155] people
[55] think
[52] right
[49] one
[47] over
[43] don
[40] being
[37] time

Top Words in Tweet in G2:
[667] people
[667] against
[666] breenewsome
[666] police
[666] forces
[666] america
[666] keep
[666] murdering
[666] using
[666] military

Top Words in Tweet in G3:
[238] cancel
[214] culture
[67] tedcruz
[40] hawleymo
[37] gop
[34] mlb
[28] senmikelee
[24] forbes
[23] against
[21] sentedcruz

Top Words in Tweet in G4:
[157] cancel
[149] culture
[29] phrase
[27] news
[27] wbrettwilson
[26] bryanbehar
[26] attacked
[25] don
[25] golf
[25] tournament

Top Words in Tweet in G5:
[142] cancel
[126] culture
[89] sahilkapur
[24] republicans
[22] three
[20] oppose
[20] leading
[20] event
[19] logic_triumphs
[17] hawley

Top Words in Tweet in G6:
[118] cancel
[115] culture
[90] term
[90] akin
[90] describe
[90] happens
[90] killed
[90] attacked
[90] cops
[90] good

Top Words in Tweet in G7:
[114] cancel
[100] culture
[46] davereaboi
[46] haagendazs_us
[37] benandjerrys
[20] mwball52
[16] johnpavlovitz
[14] imaoftwo
[14] bet
[14] really

Top Words in Tweet in G8:
[223] cancel
[119] culture
[99] kerimsuleman
[97] conservatives
[97] hate
[95] favorite
[95] part
[95] day
[95] far
[95] seeing

Top Words in Tweet in G9:
[119] cancel
[111] culture
[80] parkermolloy
[76] comes
[76] john
[76] wilkes
[76] booth
[21] jdvance1
[9] people
[7] non

Top Words in Tweet in G10:
[107] culture
[102] davidlisnard
[76] franceinter
[73] cancel
[65] ce
[64] animal
[55] l'homme
[55] culturel
[54] tout
[53] c'est

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6093] cancel,culture
[674] people,using
[671] police,forces
[671] forces,america
[671] america,keep
[671] keep,murdering
[671] murdering,people
[671] using,military
[671] military,grade
[671] grade,weapons

Top Word Pairs in Tweet in G1:
[914] cancel,culture
[20] capitol,rioter
[20] rioter,goes
[20] goes,berserk
[20] berserk,over
[20] over,masks
[20] masks,cancel
[20] culture,spotting
[20] spotting,councilman
[20] councilman,brewpub

Top Word Pairs in Tweet in G2:
[666] police,forces
[666] forces,america
[666] america,keep
[666] keep,murdering
[666] murdering,people
[666] people,using
[666] using,military
[666] military,grade
[666] grade,weapons
[666] weapons,against

Top Word Pairs in Tweet in G3:
[208] cancel,culture
[17] hawleymo,senmikelee
[15] keep,hearing
[14] sports,world
[14] world,reacts
[14] reacts,killing
[14] killing,daunte
[14] daunte,wright
[14] wright,'we
[14] 'we,keep

Top Word Pairs in Tweet in G4:
[146] cancel,culture
[25] phrase,cancel
[25] golf,tournament
[25] tournament,going
[25] going,attacked
[25] attacked,soon
[25] soon,cancel
[25] culture,continues
[24] wbrettwilson,golf
[22] still,nostalgic

Top Word Pairs in Tweet in G5:
[122] cancel,culture
[20] sahilkapur,three
[20] three,republicans
[20] republicans,oppose
[20] oppose,cancel
[20] culture,leading
[20] leading,cancel
[20] culture,event
[19] logic_triumphs,sahilkapur
[16] josh,hawley

Top Word Pairs in Tweet in G6:
[115] cancel,culture
[90] term,akin
[90] akin,cancel
[90] culture,describe
[90] describe,happens
[90] happens,killed
[90] killed,attacked
[90] attacked,cops
[90] cops,good
[89] halalcoholism,term

Top Word Pairs in Tweet in G7:
[100] cancel,culture
[46] davereaboi,haagendazs_us
[20] mwball52,benandjerrys
[14] haagendazs_us,cancel
[13] bet,sean
[13] sean,hannity
[13] hannity,tucker
[13] tucker,carlson
[13] carlson,really
[13] really,wish

Top Word Pairs in Tweet in G8:
[117] cancel,culture
[97] hate,cancel
[95] favorite,part
[95] part,day
[95] day,far
[95] far,seeing
[95] seeing,conservatives
[95] conservatives,hate
[95] culture,tying
[95] tying,cancel

Top Word Pairs in Tweet in G9:
[111] cancel,culture
[76] culture,comes
[76] comes,john
[76] john,wilkes
[76] wilkes,booth
[75] parkermolloy,cancel
[6] non,stop
[6] cancel,ben
[6] ben,jerry
[5] once,again

Top Word Pairs in Tweet in G10:
[70] franceinter,davidlisnard
[70] cancel,culture
[55] animal,culturel
[46] davidlisnard,maire
[46] maire,cannes
[46] cannes,l'homme
[46] l'homme,animal
[46] culturel,c'est
[46] c'est,ce
[46] ce,distingue

Top Replied-To
Top Replied-To in Entire Graph:
@sahilkapur
@davereaboi
@tedcruz
@nbcnews
@priceoreason
@chrislhayes
@sentedcruz
@mister_misandry
@repboebert
@stillgray

Top Replied-To in G1:

Top Replied-To in G2:
@jsbarretto
@gsaktech

Top Replied-To in G3:
@tedcruz
@sentedcruz
@donaldjtrumpjr
@hawleymo
@thehill
@senhawleypress
@foxnews
@forbes
@sahilkapur
@julienbcnews

Top Replied-To in G4:
@jessekellydc
@wbrettwilson
@blackedraven
@ktlou_82
@mattwalshblog
@noonanjo
@hishershehe
@milessasser
@cankulahcioglu
@_antabaka_

Top Replied-To in G5:
@sahilkapur
@glennkirschner2
@patriottakes
@reasons_ghost
@reprickcrawford
@agentcurieuse
@nicolledwallace
@androcon2000
@a_nhdoglover
@therochasays

Top Replied-To in G6:
@zackbeauchamp
@jeffreyasachs
@gbbranstetter
@sagrado_rants
@arya_kidding_me
@trickydickpol
@beyerstein

Top Replied-To in G7:
@davereaboi
@imaoftwo
@benandjerrys
@dineshdsouza
@supersonic_98
@mwball52
@phoenix91354
@ajzeigler
@johnpavlovitz
@redcarmovies

Top Replied-To in G8:
@kerimsuleman
@williamlegate
@rhynopig87
@hashtaggriswold

Top Replied-To in G9:
@jdvance1
@scottwalker
@markskrikorian
@parkermolloy
@paulschmitz1
@iron_yuppie
@tedlieu
@goodaacoffee
@ememess
@ryangirdusky

Top Replied-To in G10:
@franceinter
@gauss1884
@hommevu
@schtroump_schtr
@bonneliey
@yvespdb
@bleecker83

Top Mentioned
Top Mentioned in Entire Graph:
@breenewsome
@davidlisnard
@kerimsuleman
@jasonintrator
@halalcoholism
@parkermolloy
@wholeplateway
@jaysbookman
@franceinter
@stillgray

Top Mentioned in G1:
@arydyk
@rmfreedom
@martylettowco
@holybullies
@titacookie1974
@kayaburgess
@thewiskthestaff
@smygge
@shamrockshowpod
@clessieslight

Top Mentioned in G2:
@breenewsome
@irminsul17
@st0ckm0nster
@amazonkym
@gravemorgan

Top Mentioned in G3:
@tedcruz
@hawleymo
@senmikelee
@mlb
@forbes
@gop
@foxnews
@sentedcruz
@thehill
@mikegibbonsoh

Top Mentioned in G4:
@bryanbehar
@wbrettwilson
@sethabramson
@thisiscolbert
@wingdigit
@tutu_sekwati
@tracywesterman
@jessekellydc
@djolder
@mattwalshblog

Top Mentioned in G5:
@sahilkapur
@logic_triumphs
@thomasjterence
@neillowenthal1
@nccaniac42
@nicolledwallace
@a_nhdoglover
@johnjharwood
@glennkirschner2
@patriottakes

Top Mentioned in G6:
@halalcoholism
@jeffreyasachs
@zackbeauchamp
@chriskattan4eva
@michaeldkarras
@sagrado_rants
@alexnowrasteh

Top Mentioned in G7:
@haagendazs_us
@benandjerrys
@mwball52
@johnpavlovitz
@davereaboi
@imaoftwo
@srhuskey
@ajzeigler
@sustainbrands
@jamiraburley

Top Mentioned in G8:
@kerimsuleman
@innervoltrock
@richardhine
@williamlegate
@vocalpineapple
@nuevfernando
@konekocrypto
@hashtaggriswold
@3_song_sunshine

Top Mentioned in G9:
@parkermolloy
@jdvance1
@sherylreb
@scottwalker
@ricosuavejd
@nickfrancona
@judyhensler24
@lawhawk
@kerimsuleman
@rebelscum5

Top Mentioned in G10:
@davidlisnard
@franceinter
@2022lisnard
@tardieuch
@davidangevin
@leif_millelnuie
@jl7508
@jjcambier
@causeur
@zhangzhangzhang

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@americanair
@robinsnewswire
@titrespresse
@applesupport
@mattmurph24
@united
@cagney1991
@moonbootica
@delta

Top Tweeters in G1:
@titrespresse
@classicmetalrad
@lucas_wyrsch
@thedextazlab
@notcomey
@ahmadnormaulana
@knittingknots
@jaspremacy
@sweetnonnie
@wickedstepmami

Top Tweeters in G2:
@newsjunkie60
@nayasala
@livegreenordie
@jjarichardson
@discoscientist
@_ben_franklin1
@jonesseeker
@tahfromslc
@willrodgersjr
@jend1974

Top Tweeters in G3:
@thehill
@mikedesai
@dcexaminer
@monicarivpin
@foxnews
@redeemcrier
@khou
@geoff9cow
@b52malmet
@forbes

Top Tweeters in G4:
@multijo1
@justanotweet
@djolder
@badgersbane
@scoobylady27
@unclemuley
@find45sdealer
@loudthorpe
@cassomalley1
@cherry_la

Top Tweeters in G5:
@yarosisnancy
@joekoffee
@cherokeenative3
@iamforeverblue2
@buttlersue
@aviflygirl
@janiszilly
@demsfight4u
@ciaogirl9
@milenaac

Top Tweeters in G6:
@anthropic
@myecoll
@mumbly_joe
@janeway12004
@pharniel
@beyerstein
@christophsouza
@hala_at_my_girl
@chriskattan4eva
@buaba_

Top Tweeters in G7:
@davereaboi
@sustainbrands
@mjc5577
@johnpavlovitz
@adadnamedchris
@joetraina
@jamiraburley
@zshark247
@dineshdsouza
@candysart

Top Tweeters in G8:
@unknownneo
@ewindham3
@rabidbadger
@carolymorrisse1
@eegarim
@amandafclark
@robin_volpi
@susankheflin
@kellyjohnsonhas
@thepumamama

Top Tweeters in G9:
@madoneebot
@frankyg_
@msmariat
@saured6
@lunarfoxzs
@xwonwoos
@17shortfuse
@lawhawk
@maudelebowski29
@shaypls

Top Tweeters in G10:
@legrouxvincent
@lagrosta
@dominiquelunel
@yvespdb
@lovabelow98
@fcuttolicuttoli
@lovebresil01
@kristelberinger
@vanmoerkercke3
@tchemtcem