The graph represents a network of 4,715 Twitter users whose recent tweets contained "cambridgeanalytica", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 05:10 UTC.
The tweets in the network were tweeted over the 2166-day, 18-hour, 44-minute period from Sunday, 09 April 2017 at 01:53 UTC to Wednesday, 15 March 2023 at 20:37 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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
Vertices : 4715
Unique Edges : 2970
Edges With Duplicates : 10143
Total Edges : 13113
Number of Edge Types : 9
Retweet : 3571
MentionsInRetweet : 4996
Tweet : 836
MentionsInReplyTo : 1754
Replies to : 843
Quote : 320
Mentions : 483
MentionsInQuote : 184
MentionsInQuoteReply : 126
Self-Loops : 1630
Reciprocated Vertex Pair Ratio : 0.0196046662346079
Reciprocated Edge Ratio : 0.0384554266645479
Connected Components : 516
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 3415
Maximum Edges in a Connected Component : 10603
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.483046
Graph Density : 0.000283130369995109
Modularity : 0.446531
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,715 Twitter users whose recent tweets contained "cambridgeanalytica", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 05:10 UTC.
The tweets in the network were tweeted over the 2166-day, 18-hour, 44-minute period from Sunday, 09 April 2017 at 01:53 UTC to Wednesday, 15 March 2023 at 20:37 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : cambridgeanalytica
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[633] more,#cambridgeanalytica [633] #cambridgeanalytica,revealed [632] zuck,knew [631] congress,thanks [631] transcripts,foia [631] revealed,congress [631] thanks,transcripts [631] knew,more [631] know,zuck [630] foia,za Top Word Pairs in Tweet in G1:
[558] more,#cambridgeanalytica [558] congress,thanks [558] #cambridgeanalytica,revealed [558] revealed,congress [558] knew,more [558] transcripts,foia [558] know,zuck [558] zuck,knew [558] thanks,transcripts [557] profcarroll,know Top Word Pairs in Tweet in G2:
[252] #brexit,campaign [236] interviews,democracy [236] shocking,excerpts [236] excerpts,series [236] series,interviews [236] won,#brexit [236] democracy,revealing [236] campaign,shocking [236] leave,won [235] tobifrenzen,leave Top Word Pairs in Tweet in G3:
[161] psychological,warfare [161] build,psychological [161] warfare,tool [160] tool,hollow [160] chrisinsilico,build [160] #cambridgeanalytica,chrisinsilico [157] 2015,bannon [154] tasked,#cambridgeanalytica [154] bannon,tasked [141] stefsimanowitz,2015 Top Word Pairs in Tweet in G4:
[172] first,place [172] president,first [172] lied,cheated [172] criminally,convicted [172] #nevertrump,president [172] cheated,criminally [172] place,lied [150] 2016,election [148] influence,2016 [147] #country1st,#youtube Top Word Pairs in Tweet in G5:
[73] cambridge,analytica [55] 725,million [36] pay,725 [27] million,settle [22] #meta,#cambridgeanalytica [22] class,action [21] agreed,pay [18] #cambridgeanalytica,#facebook [14] facebook,parent [13] 725,millones Top Word Pairs in Tweet in G6:
[37] #cambridgeanalytica,scandal [32] glad,provide [30] emmalbriant,glad [26] #cambridgeanalytica,parent [26] continued,coverup [24] expert,comment [23] settle,#cambridgeanalytica [21] happened,interview [21] polit,hacker [21] look,back Top Word Pairs in Tweet in G7:
[99] cambridge,analytica [44] analytica,mindf [44] ck,wasn [44] mindf,ck [42] julianfeeld,returns [42] discuss,major [42] podcast,cambridge [42] major,revelations [42] returns,discuss [42] wasn,julianfeeld Top Word Pairs in Tweet in G8:
[39] pagar,725 [38] haberle,dado [38] #informativo14,empresa [38] acceso,datos [38] empresa,facebook [38] facebook,tendrá [38] dado,acceso [38] 725,mdd [38] mdd,haberle [38] tendrá,pagar Top Word Pairs in Tweet in G9:
[173] emily,maitlis [173] agent,conservative [173] maitlis,right [173] robbie,gibb [173] right,calling [173] #bbc,board [173] calling,robbie [173] gibb,#bbc [173] conservative,party [173] board,active Top Word Pairs in Tweet in G10:
[56] incindia,#cambridgeanalytica [53] goal,incindia [53] self,goal [52] fabulasguy,self [6] user,data [6] 725,million [6] pay,725 [5] cambridgejbs,rahulgandhi [5] रह,ह [5] द,श Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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