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Cancel Culture_2022-01-13_02-17-05.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2022
Short Description:
Cancel Culture via NodeXL https://bit.ly/3fmzZba
@iandunt
@laurakbuzz
@quicktake
@sgnyco
@pontifex
@wsj
@mediagazerchat
@transactivismuk
@cnalive
@henrikaiowa

Top hashtags:
#sydneyfestival
#lraveczemmour
#cancelculture
#kaymarcostayo
#popefrancis
#streeck
#catholic

Description:
Description
The graph represents a network of 8,727 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, 13 January 2022 at 10:30 UTC.

The requested start date was Thursday, 13 January 2022 at 01:01 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, 4-hour, 13-minute period from Monday, 10 January 2022 at 11:07 UTC to Wednesday, 12 January 2022 at 15:20 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 : 8727
Unique Edges : 4082
Edges With Duplicates : 10416
Total Edges : 14498
Number of Edge Types : 5
Retweet : 4872
MentionsInRetweet : 5370
Tweet : 1654
Mentions : 1475
Replies to : 1127
Self-Loops : 1683
Reciprocated Vertex Pair Ratio : 0.00745176314038589
Reciprocated Edge Ratio : 0.014793290186237
Connected Components : 2016
Single-Vertex Connected Components : 956
Maximum Vertices in a Connected Component : 2816
Maximum Edges in a Connected Component : 6103
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.134347
Graph Density : 9.94198403867055E-05
Modularity : 0.555496
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,727 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, 13 January 2022 at 10:30 UTC.

The requested start date was Thursday, 13 January 2022 at 01:01 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, 4-hour, 13-minute period from Monday, 10 January 2022 at 11:07 UTC to Wednesday, 12 January 2022 at 15:20 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:
[173] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy?CMP=Share_iOSApp_Other
[55] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy
[43] https://twitter.com/Quicktake/status/1480614647053045775
[41] https://www.foxnews.com/world/pope-francis-speaks-out-against-cancel-culture-condemns-baseless-information-about-vaccines
[36] https://thefauxy.com/cancel-culture-youth-beaten-up-by-cab-driver-for-cancelling-same-cab-thrice-after-booking/
[35] https://twitter.com/quicktake/status/1480614647053045775
[30] https://www.gbnews.uk/news/the-pope-hits-out-at-cancel-culture-saying-it-is-rewriting-history/202636
[29] https://www.independent.ie/world-news/pope-francis-warns-about-dangers-of-cancel-culture-and-condemns-covid-vaccine-misinformation-41226854.html
[26] https://www.reuters.com/world/europe/pope-warns-about-dangers-cancel-culture-2022-01-10/?taid=61dc63bedf9b5d00016eddaf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[22] https://twitter.com/i/events/1480638537594810368

Top URLs in Tweet in G1:
[35] https://twitter.com/Quicktake/status/1480614647053045775
[21] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy
[16] https://www.politico.eu/article/pope-francis-cancel-culture-vatican-holy-see/
[15] https://twitter.com/quicktake/status/1480614647053045775
[12] https://twitter.com/i/events/1480638537594810368
[10] https://www.wsj.com/articles/pope-francis-denounces-cancel-culture-and-antivaccine-ideology-11641814583
[8] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy?CMP=Share_iOSApp_Other
[7] https://www.thetimes.co.uk/article/cancel-culture-rewriting-the-past-pope-francis-5q5z9xhx2
[7] https://www.foxnews.com/entertainment/steve-harvey-cancel-culture-stop-doing-stand-up-political-correctness-killed-comedy
[6] https://www.reuters.com/world/europe/pope-warns-about-dangers-cancel-culture-2022-01-10/

Top URLs in Tweet in G2:
[4] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy?CMP=Share_iOSApp_Other
[1] https://twitter.com/IanDunt/status/1481180288382296064
[1] https://www.algemeiner.com/2022/01/09/when-anti-israel-bias-meets-cancel-culture/
[1] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy

Top URLs in Tweet in G3:
[6] https://twitter.com/i/events/1480638537594810368
[2] https://twitter.com/quicktake/status/1480614647053045775
[1] https://twitter.com/RawStory/status/1481023975639732229
[1] https://www.thenation.com/article/society/republicans-cancel-culture-kaepernick/
[1] https://www.youtube.com/watch?v=vjjsS-EKJzM&feature=youtu.be

[1] https://www.city-journal.org/black-lives-matter-thomson-reuters-and-the-price-of-dissent

Top URLs in Tweet in G4:
[4] https://www.franceinter.fr/emissions/boomerang/boomerang-du-lundi-10-janvier-2022
[2] https://twitter.com/BoomerangInter/status/1480455130705276928
[2] https://popcrush.com/celebrities-who-hate-cancel-culture/
[2] https://www.franceinter.fr/emissions/boomerang
[1] https://www.forbes.com/sites/evangerstmann/2021/12/28/2020-the-year-universities-surrendered-completely-to-cancel-culture/?sh=1d77cea539c7
[1] https://www.newsweek.com/my-new-study-proves-it-cancel-culture-much-worse-left-opinion-1598727
[1] https://twitter.com/mariericheux/status/1480458717074280449
[1] https://www.liberation.fr/idees-et-debats/a-la-sorbonne-ministre-et-intellectuels-deconstruisent-le-wokisme-20220107_VYRCPRJFLBCGTAYNKAJHXZB6CI/
[1] https://twitter.com/SchillerWalther/status/1480459702320472068
[1] https://twitter.com/Leo_Lefrancois/status/1480453101073149953

Top URLs in Tweet in G5:
[18] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy
[3] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy?CMP=Share_AndroidApp_Other
[1] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy?CMP=Share_iOSApp_Other
[1] https://twitter.com/Quicktake/status/1480614647053045775

Top URLs in Tweet in G6:
[11] https://www.vaticannews.va/fr/pape/news/2022-01/audience-pape-corps-diplomatique.html
[5] https://www.dailymail.co.uk/news/article-10387947/Pope-Francis-rages-against-cancel-culture-saying-amounts-ideological-colonisation.html?ito=social-twitter_mailonline#/Key-workers-test-positive-Covid-allowed-work-Czech-Republic.html
[4] https://ashenden.org/2022/01/12/the-pope-takes-on-cancel-culture-gb-news-asks-gavin-ashenden-how-significant-that-is/
[4] https://ionainstitute.ie/news-roundup/pope-francis-tells-vatican-diplomats-to-resist-cancel-culture/
[4] https://www.dailymail.co.uk/news/article-10387947/Pope-Francis-rages-against-cancel-culture-saying-amounts-ideological-colonisation.html
[4] https://www.americamagazine.org/faith/2022/01/10/pope-francis-diplomats-covid-cancel-culture-242169
[3] https://www.reuters.com/world/europe/pope-warns-about-dangers-cancel-culture-2022-01-10/?taid=61dc7d89b732710001510edf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.catholicnewsagency.com/news/250062/pope-francis-laments-cancel-culture-in-annual-address-to-diplomats
[3] https://www.ilfoglio.it/chiesa/2022/01/11/news/il-papa-manda-al-rogo-la-cancel-culture-3530719/
[2] https://twitter.com/Reuters/status/1480582780652249093

Top URLs in Tweet in G8:
[22] https://www.reuters.com/world/europe/pope-warns-about-dangers-cancel-culture-2022-01-10/?taid=61dc63bedf9b5d00016eddaf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.telegraph.co.uk/world-news/2022/01/10/pope-francis-warns-against-cancel-culture-taking-root-britain/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter
[3] https://www.reuters.com/world/europe/pope-warns-about-dangers-cancel-culture-2022-01-10/?taid=61dc9177ed344f0001a573cf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.thedailybeast.com/pope-francis-speaks-out-against-cancel-culture-and-anti-vaxxers-to-holy-see-ambassadors?via=twitter_page
[3] https://www.ncronline.org/news/vatican/pope-francis-tells-vatican-diplomats-resist-cancel-culture
[2] https://twitter.com/i/events/1480638537594810368
[1] https://trib.al/caW46rg
[1] https://www.politico.eu/article/pope-francis-cancel-culture-vatican-holy-see/?utm_medium=Social&utm_source=Twitter#Echobox=1641826457
[1] https://www.prospectmagazine.co.uk/society-and-culture/cancel-culture-is-turning-healthy-tensions-into-irreconcilable-conflicts
[1] https://www.wsj.com/articles/pope-francis-denounces-cancel-culture-and-antivaccine-ideology-11641814583?st=j1ex5edc7uav2hu&reflink=desktopwebshare_twitter

Top URLs in Tweet in G9:
[3] https://atlantico.fr/article/decryptage/et-le-pape-francois-se-souvint-qu-il-etait-catholique----histoire-byzance-basilique-sainte-sophie-wokisme-culture-woke-ennemi-religion-foi-cancel-culture-habemus-papam-benoit-rayski
[3] https://www.valeursactuelles.com/societe/le-pape-enjoint-a-lutter-contre-une-colonisation-ideologique-qui-prend-la-forme-de-la-cancel-culture/
[2] https://www.radioclassique.fr/magazine/articles/cancel-culture-zhang-zhang-denonce-les-derives-de-la-discrimination-positive-dans-le-milieu-de-la-musique-classique/

Top URLs in Tweet in G10:
[1] https://edwest.substack.com/p/the-mind-virus-destroying-academia
[1] https://www.theguardian.com/media/2022/jan/11/bbc-does-not-subscribe-to-cancel-culture-says-director-of-editorial-policy
[1] https://www.gbnews.uk/news/the-pope-hits-out-at-cancel-culture-saying-it-is-rewriting-history/202636
[1] https://www.thetimes.co.uk/article/armando-iannucci-thick-of-it-creator-backs-right-offend-comedy-satire-fqkwqq8x5
[1] https://www.thetimes.co.uk/article/cancel-culture-rewriting-the-past-pope-francis-5q5z9xhx2
[1] https://www.algemeiner.com/2022/01/09/when-anti-israel-bias-meets-cancel-culture/
[1] https://digitaleditions.telegraph.co.uk/data/846/reader/reader.html?social
[1] https://www.foxnews.com/world/pope-francis-speaks-out-against-cancel-culture-condemns-baseless-information-about-vaccines
[1] https://it.wikipedia.org/wiki/Censura_delle_immagini_in_Unione_Sovietica

Top Domains
Top Domains in Tweet in Entire Graph:
[409] twitter.com
[236] theguardian.com
[70] co.uk
[58] foxnews.com
[44] reuters.com
[36] thefauxy.com
[35] wsj.com
[30] gbnews.uk
[29] independent.ie
[27] faz.net

Top Domains in Tweet in G1:
[230] twitter.com
[33] theguardian.com
[18] politico.eu
[16] foxnews.com
[15] wsj.com
[15] co.uk
[10] faz.net
[7] reuters.com
[6] yahoo.com
[5] catholicnewsagency.com

Top Domains in Tweet in G2:
[5] theguardian.com
[1] twitter.com
[1] algemeiner.com

Top Domains in Tweet in G3:
[9] twitter.com
[1] thenation.com
[1] youtube.com
[1] city-journal.org

Top Domains in Tweet in G4:
[6] franceinter.fr
[5] twitter.com
[2] popcrush.com
[1] forbes.com
[1] newsweek.com
[1] liberation.fr

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

Top Domains in Tweet in G6:
[11] twitter.com
[11] vaticannews.va
[9] co.uk
[6] catholicnewsagency.com
[5] newsmax.com
[5] ilfoglio.it
[4] ashenden.org
[4] reuters.com
[4] ionainstitute.ie
[4] americamagazine.org

Top Domains in Tweet in G8:
[25] reuters.com
[9] co.uk
[9] wsj.com
[4] thedailybeast.com
[3] ncronline.org
[2] twitter.com
[1] trib.al
[1] politico.eu
[1] memeorandum.com
[1] vatican.va

Top Domains in Tweet in G9:
[3] atlantico.fr
[3] valeursactuelles.com
[2] radioclassique.fr

Top Domains in Tweet in G10:
[3] co.uk
[1] substack.com
[1] theguardian.com
[1] gbnews.uk
[1] algemeiner.com
[1] foxnews.com
[1] wikipedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] sydneyfestival
[48] lraveczemmour
[42] cancelculture
[37] kaymarcostayo
[18] popefrancis
[17] streeck
[16] catholic
[12] globalgoals
[9] vatican
[8] pope



Top Hashtags in Tweet in G1:
[12] cancelculture
[12] globalgoals
[11] popefrancis
[6] pope
[5] popefrancisnews
[3] woke
[3] binance
[3] fatihterim
[3] foxnews
[3] catholic

Top Hashtags in Tweet in G3:
[1] religioushypocrisy
[1] antivaxxers

Top Hashtags in Tweet in G4:
[4] colloquedelahonte
[2] colloque
[1] lauremurat
[1] jkrowling
[1] extrèmedroite
[1] boomerang

Top Hashtags in Tweet in G5:
[1] cancelyourlicence

Top Hashtags in Tweet in G6:
[13] catholic
[4] cancelculture
[3] papafrancesco
[1] austerity
[1] lgbtqia
[1] traditioniscustodes
[1] religion
[1] emptythepews
[1] covid
[1] pope

Top Hashtags in Tweet in G8:
[7] vatican
[3] popefrancis
[3] cancelculture
[2] antivaccine
[1] pope
[1] recovery
[1] pandemic
[1] misinformation
[1] covid

Top Hashtags in Tweet in G9:
[48] lraveczemmour
[3] sablesdolonne
[3] buisson
[3] zemmour
[2] zemmourpourtous
[1] zemmoureric

Top Words
Top Words in Tweet in Entire Graph:
[5721] cancel
[5708] culture
[1876] editorial
[1248] pope
[964] policy
[950] director
[925] iandunt
[923] bbc's
[919] judgement
[917] breakdown

Top Words in Tweet in G1:
[986] cancel
[971] culture
[212] pope
[112] people
[101] francis
[65] denounces
[49] against
[48] pertains
[44] one
[42] 'cancel

Top Words in Tweet in G2:
[1762] editorial
[886] iandunt
[883] policy
[881] director
[879] bbc's
[879] suggests
[879] catastrophic
[879] breakdown
[879] basic
[879] judgement

Top Words in Tweet in G3:
[365] cancel
[360] culture
[297] quicktake
[215] pope
[187] colonization
[186] francis
[185] ideological
[184] denounces
[183] form
[183] under

Top Words in Tweet in G4:
[282] culture
[281] cancel
[264] boomeranginter
[208] par
[203] terme
[203] droite
[201] existe
[197] extrême
[197] américaine
[197] dénoncer

Top Words in Tweet in G5:
[387] bbc
[227] laurakbuzz
[191] popular
[190] air
[190] time
[161] giving
[144] give
[142] believes
[141] view
[141] long

Top Words in Tweet in G6:
[185] cancel
[175] culture
[123] pope
[99] francis
[89] pontifex
[52] church
[38] vatican
[33] cancelled
[33] people
[33] catholic

Top Words in Tweet in G7:
[443] cancel
[443] culture
[223] faire
[222] sanitaire
[221] beatrice_rosen
[221] nouvelle
[221] forme
[221] émergé
[221] consiste
[221] vouloir

Top Words in Tweet in G8:
[178] pope
[146] francis
[103] cancel
[103] culture
[100] speech
[97] annual
[97] wsj
[96] warned
[90] antivaccine
[90] misinformation

Top Words in Tweet in G9:
[254] quand
[129] zemmour
[128] france
[127] eric
[127] veut
[127] préserver
[127] racines
[127] chrétiennes
[127] exige
[127] maintien

Top Words in Tweet in G10:
[109] culture
[108] cancel
[63] pope
[60] speechunion
[49] freedom
[49] expression
[49] past
[48] criticised
[48] claiming
[48] suffocates

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5409] cancel,culture
[956] editorial,policy
[944] director,editorial
[916] bbc's,director
[915] policy,suggests
[915] suggests,catastrophic
[915] catastrophic,breakdown
[915] breakdown,basic
[915] basic,editorial
[915] editorial,judgement

Top Word Pairs in Tweet in G1:
[921] cancel,culture
[97] pope,francis
[57] denounces,cancel
[32] 'cancel,culture'
[30] steve,harvey
[28] francis,denounces
[27] anti,vaxxers
[23] against,cancel
[22] catholic,church
[22] correctness,killed

Top Word Pairs in Tweet in G2:
[883] editorial,policy
[881] director,editorial
[879] bbc's,director
[879] policy,suggests
[879] suggests,catastrophic
[879] catastrophic,breakdown
[879] breakdown,basic
[879] basic,editorial
[879] editorial,judgement
[879] judgement,grounded

Top Word Pairs in Tweet in G3:
[359] cancel,culture
[185] ideological,colonization
[184] pope,francis
[184] denounces,cancel
[183] form,ideological
[182] culture,form
[182] under,guise
[181] colonization,vatican
[181] vatican,event
[181] event,under

Top Word Pairs in Tweet in G4:
[278] cancel,culture
[200] culture,existe
[196] inventé,par
[196] extrême,droite
[196] droite,américaine
[195] existe,terme
[195] terme,été
[195] été,inventé
[195] par,extrême
[195] américaine,dénoncer

Top Word Pairs in Tweet in G5:
[227] laurakbuzz,bbc
[190] air,time
[142] bbc,believes
[140] bbc,listen
[140] listen,criticism
[140] criticism,give
[140] give,view
[140] view,air
[140] time,long
[140] long,popular

Top Word Pairs in Tweet in G6:
[172] cancel,culture
[98] pope,francis
[32] catholic,church
[28] 'cancel,culture'
[27] very,good
[25] good,pontifex
[25] pontifex,stop
[25] stop,catholic
[25] church,globally
[25] globally,converting

Top Word Pairs in Tweet in G7:
[443] cancel,culture
[222] culture,sanitaire
[221] nouvelle,forme
[221] forme,cancel
[221] culture,émergé
[221] émergé,cancel
[221] sanitaire,consiste
[221] consiste,vouloir
[221] vouloir,faire
[221] faire,taire

Top Word Pairs in Tweet in G8:
[145] pope,francis
[102] cancel,culture
[90] annual,speech
[89] speech,ambassadors
[89] antivaccine,misinformation
[89] misinformation,undermining
[89] undermining,recovery
[88] ambassadors,pope
[88] francis,warned
[88] warned,antivaccine

Top Word Pairs in Tweet in G9:
[127] quand,eric
[127] veut,préserver
[127] préserver,racines
[127] racines,chrétiennes
[127] chrétiennes,france
[127] france,quand
[127] quand,exige
[127] exige,maintien
[127] maintien,certaine
[125] eric,zemmour

Top Word Pairs in Tweet in G10:
[108] cancel,culture
[49] freedom,expression
[48] criticised,cancel
[48] culture,claiming
[48] claiming,suffocates
[48] suffocates,freedom
[48] expression,rewrites
[48] rewrites,past
[38] people,incentivised
[38] incentivised,take

Top Replied-To
Top Replied-To in Entire Graph:
@quicktake
@boomeranginter
@thedarienite
@dejotave1
@jestressbooks
@realdlhughley
@bantg
@gbnews
@foxnews
@jasonisbell

Top Replied-To in G3:
@quicktake
@thedarienite
@dejotave1
@jestressbooks
@shade_nox
@richxcurtis1
@danny_2462
@willydiba7
@denverbritto
@_amygray_

Top Replied-To in G4:
@boomeranginter
@schillerwalther
@lerwa_des_reves
@en_tonio
@cap_altabor
@larsaine
@yrozier37
@visiblement2021
@jmontille
@nicolaswpolitic

Top Replied-To in G5:
@the_nerd_skull

Top Replied-To in G6:
@pontifex
@piersmorgan
@ilfoglio_it
@terrilltf
@ourlawlesstimes
@thejournal_ie
@tradesgold
@ewanmackenna
@subhash_kak
@michaelcoren

Top Replied-To in G7:
@beatrice_rosen

Top Replied-To in G8:
@wsj
@bnuuydoot
@reuters
@telegraph
@yatokami23
@thedailybeast
@tinamorphis
@survivedchaos
@quicktake
@chem___chem

Top Replied-To in G9:
@mariannelemag
@zemmoureric
@g_peltier
@valeurs
@basilecavada
@nathard15
@decodagezemmour

Top Replied-To in G10:
@speechunion
@jamiebrysoncpni
@nickbuckleymbe
@bruvvereccles
@hicksonmaike
@protectthefaith

Top Mentioned
Top Mentioned in Entire Graph:
@iandunt
@quicktake
@boomeranginter
@laurakbuzz
@beatrice_rosen
@adambienkov
@wsj
@pontifex
@rimmy_downunder
@fahad_s_ali

Top Mentioned in G1:
@kitttruth
@michalocalpixel
@brownsvillain
@dg40726730
@cnadeutsch
@wascaleywabbit
@kingdompraisefm
@kleinalexandre
@carlosr357
@savagemindsmag

Top Mentioned in G2:
@iandunt
@adamkotsko
@jacobpape4
@markayresrws
@nickibartlett2

Top Mentioned in G3:
@quicktake
@jestressbooks
@thephoto_guy
@mettlesometeri
@priyamvadagopal
@thedarienite
@cathyyoung63
@ggreenwald
@eamoncyr
@terrilltf

Top Mentioned in G4:
@boomeranginter
@franceinter
@yrozier37
@ohmaegaprime
@blabloubli7
@jerryseinfeld
@univouverte
@jk_rowling
@schillerwalther
@viesublime

Top Mentioned in G5:
@laurakbuzz
@transactivismuk
@iandunt
@sophie_frm_mars
@tanita_tikaram
@kixes
@jimxant
@neomonsterisle
@carlevecrime
@imbadatlife

Top Mentioned in G6:
@pontifex
@tvmohandaspai
@matteomatzuzzi
@catholicsat
@cnalive
@ewtnvatican
@michaelcoren
@latinmassuk
@abhina_prakash
@taylorrmarshall

Top Mentioned in G7:
@beatrice_rosen

Top Mentioned in G8:
@wsj
@reuters
@quicktake
@cwwhitencr
@telegraph
@francisxrocca
@ctrlamb
@politicoeurope
@massimofaggioli
@thedailybeast

Top Mentioned in G9:
@fredericdelpech
@zemmourtv_
@valeurs
@antoineeliegz
@zemmoureric
@presizemmour
@lr_zemmour
@emmanuelmacron
@atlantico_fr
@vpecresse

Top Mentioned in G10:
@speechunion
@nilegardiner
@protectthefaith
@cionciandrea
@_saveourstatues
@brituncancelled
@parolecristiane
@latinmassuk
@pontifex_ln
@bryankeiiy

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@americanair
@rashidaldosari
@paoloigna1
@berkleybearnews
@republikaonline
@tommybrain
@zyitegadgets
@chris_1791
@iacobellist

Top Tweeters in G1:
@paoloigna1
@berkleybearnews
@zyitegadgets
@jenkers_en
@john_siracusa
@suara_bergema
@dev_discourse
@filterednews
@deutschland_brd
@sarang143u

Top Tweeters in G2:
@s9tmt
@kanekos69
@sandradunn1955
@lesleygsmith3
@fleming77
@billieo2
@ansisegle
@lorettabower3
@soramiffy
@catherinemginn

Top Tweeters in G3:
@profsunnysingh
@sejeez
@justmebeingme4
@benavu54
@terrilltf
@30actruth
@kchernecky
@shriramjayam
@two_cams25
@thereisanocean

Top Tweeters in G4:
@maria_andy2
@m2bliquis
@_redfrog
@botliberalisme
@proftoujours
@pbrenon
@diogene2607
@desertup
@ashzen17
@dhasselmann

Top Tweeters in G5:
@chibiufo
@darkxaur
@strikevixen
@cypheroftyr
@gbaspgamer
@pharniel
@blcagnew
@astridbears
@tainkirrahe
@lucrious

Top Tweeters in G6:
@amor_vuelvetx
@samir_patil
@real_dr_roy
@amyharlib
@mailonline
@livegreenordie
@bhadralock
@jeffreyluscombe
@anarcho
@thejournal_ie

Top Tweeters in G7:
@astsof
@diabolo741
@baboune04
@mrigalon
@marie_joseph_p
@alek_aloha
@avril_sylvie
@jeanclaudepeyra
@debrouille92
@bert6691

Top Tweeters in G8:
@rashidaldosari
@world_news_eng
@reuters
@manchuriandevil
@tinamorphis
@ektrit
@soaprookie
@telegraph
@vabvox
@memeorandum

Top Tweeters in G9:
@mariabadin18
@mounmir
@clpeqt
@marc_claret75
@sandrafellous_
@tcuttoli
@j_jchatelier
@noe22349
@ptunia18
@marcelinof54

Top Tweeters in G10:
@morvjn
@garthgodsman
@fjeb88
@crazycrnbllbrd
@ferrino100
@protectthefaith
@dianelbw
@monica_melvin14
@daviddsmithson1
@bruvvereccles