The graph represents a network of 4,685 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2159-day, 18-hour, 45-minute period from Sunday, 09 April 2017 at 01:53 UTC to Wednesday, 08 March 2023 at 20:38 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 : 4685
Unique Edges : 2937
Edges With Duplicates : 10122
Total Edges : 13059
Number of Edge Types : 9
Retweet : 3593
MentionsInRetweet : 5000
Replies to : 832
MentionsInReplyTo : 1712
Mentions : 472
Tweet : 834
Quote : 321
MentionsInQuote : 181
MentionsInQuoteReply : 114
Self-Loops : 1633
Reciprocated Vertex Pair Ratio : 0.0190864600326264
Reciprocated Edge Ratio : 0.0374579798303186
Connected Components : 510
Single-Vertex Connected Components : 264
Maximum Vertices in a Connected Component : 3530
Maximum Edges in a Connected Component : 10922
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.76031
Graph Density : 0.000284672178136338
Modularity : 0.445097
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,685 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2159-day, 18-hour, 45-minute period from Sunday, 09 April 2017 at 01:53 UTC to Wednesday, 08 March 2023 at 20:38 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:
[635] more,#cambridgeanalytica [635] #cambridgeanalytica,revealed [634] zuck,knew [633] congress,thanks [633] transcripts,foia [633] revealed,congress [633] thanks,transcripts [633] knew,more [633] know,zuck [632] foia,za Top Word Pairs in Tweet in G1:
[557] more,#cambridgeanalytica [557] congress,thanks [557] #cambridgeanalytica,revealed [557] revealed,congress [557] knew,more [557] transcripts,foia [557] know,zuck [557] zuck,knew [557] thanks,transcripts [556] profcarroll,know Top Word Pairs in Tweet in G2:
[252] #brexit,campaign [236] shocking,excerpts [236] campaign,shocking [236] excerpts,series [236] won,#brexit [236] democracy,revealing [236] leave,won [236] interviews,democracy [236] series,interviews [235] tobifrenzen,leave Top Word Pairs in Tweet in G3:
[166] warfare,tool [166] psychological,warfare [166] build,psychological [165] #cambridgeanalytica,chrisinsilico [165] tool,hollow [165] chrisinsilico,build [162] 2015,bannon [159] tasked,#cambridgeanalytica [159] bannon,tasked [141] stefsimanowitz,2015 Top Word Pairs in Tweet in G4:
[37] #cambridgeanalytica,scandal [33] glad,provide [31] emmalbriant,glad [26] #cambridgeanalytica,parent [25] continued,coverup [24] expert,comment [23] settle,#cambridgeanalytica [21] happened,interview [21] polit,hacker [21] look,back Top Word Pairs in Tweet in G5:
[71] 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] settle,cambridge Top Word Pairs in Tweet in G6:
[98] cambridge,analytica [45] analytica,mindf [45] ck,wasn [45] mindf,ck [43] julianfeeld,returns [43] discuss,major [43] podcast,cambridge [43] major,revelations [43] returns,discuss [43] wasn,julianfeeld Top Word Pairs in Tweet in G7:
[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 G8:
[172] #nevertrump,president [172] criminally,convicted [172] president,first [172] place,lied [172] cheated,criminally [172] lied,cheated [172] first,place [149] 2016,election [148] influence,2016 [147] used,#cambridgeanalytica Top Word Pairs in Tweet in G9:
[174] maitlis,right [174] board,active [174] active,agent [174] right,calling [174] agent,conservative [174] calling,robbie [174] robbie,gibb [174] emily,maitlis [174] gibb,#bbc [174] party,bbc Top Word Pairs in Tweet in G10:
[43] marine,pen [25] cambridge,analytica [25] celui,décrit [21] mieux,l'extrême [21] décrit,mieux [20] droite,marine [20] l'américain,#stevebannontrial [20] l'extrême,droite [20] #stevebannontrial,créateur [20] c'est,l'américain Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: