The graph represents a network of 4,723 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2138-day, 22-hour, 48-minute period from Sunday, 09 April 2017 at 01:53 UTC to Thursday, 16 February 2023 at 00:42 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 : 4723
Unique Edges : 3601
Edges With Duplicates : 11088
Total Edges : 14689
Number of Edge Types : 9
Retweet : 3451
MentionsInRetweet : 5580
Replies to : 1112
MentionsInReplyTo : 2410
Tweet : 968
Mentions : 516
Quote : 304
MentionsInQuoteReply : 196
MentionsInQuote : 152
Self-Loops : 2327
Reciprocated Vertex Pair Ratio : 0.0202453987730061
Reciprocated Edge Ratio : 0.0396873120865905
Connected Components : 544
Single-Vertex Connected Components : 262
Maximum Vertices in a Connected Component : 3461
Maximum Edges in a Connected Component : 12339
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.442897
Graph Density : 0.000298269133278863
Modularity : 0.428118
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,723 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2138-day, 22-hour, 48-minute period from Sunday, 09 April 2017 at 01:53 UTC to Thursday, 16 February 2023 at 00:42 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:
[645] more,#cambridgeanalytica [639] #cambridgeanalytica,revealed [639] zuck,knew [638] congress,thanks [638] transcripts,foia [638] revealed,congress [638] thanks,transcripts [638] knew,more [638] know,zuck [637] foia,za Top Word Pairs in Tweet in G1:
[564] know,zuck [564] zuck,knew [564] congress,thanks [564] knew,more [564] #cambridgeanalytica,revealed [564] transcripts,foia [564] revealed,congress [564] more,#cambridgeanalytica [564] thanks,transcripts [563] profcarroll,know Top Word Pairs in Tweet in G2:
[175] psychological,warfare [175] warfare,tool [175] build,psychological [174] chrisinsilico,build [174] #cambridgeanalytica,chrisinsilico [174] tool,hollow [172] 2015,bannon [167] bannon,tasked [167] tasked,#cambridgeanalytica [144] stefsimanowitz,2015 Top Word Pairs in Tweet in G3:
[173] first,place [172] president,first [172] lied,cheated [172] criminally,convicted [172] #nevertrump,president [172] cheated,criminally [172] place,lied [153] 2016,election [148] used,#cambridgeanalytica [148] facebook,data Top Word Pairs in Tweet in G4:
[45] cambridge,analytica [42] stop,referring [42] political,consultancy [42] organisation,used [42] consultancy,firm [42] nefarious,organisation [42] referring,#cambridgeanalytica [42] #cambridgeanalytica,political [42] used,87m [42] firm,nefarious Top Word Pairs in Tweet in G5:
[39] continued,coverup [32] #cambridgeanalytica,congress [32] turns,#markzuckerberg [32] congress,knew [32] knew,investigation [32] investigation,2017 [32] #markzuckerberg,lied [32] lied,#cambridgeanalytica [31] hnsgr,turns [31] 2017,originall Top Word Pairs in Tweet in G6:
[77] cambridge,analytica [52] 725,million [34] pay,725 [26] class,action [25] million,settle [22] #meta,#cambridgeanalytica [19] agreed,pay [17] #cambridgeanalytica,#facebook [14] #facebook,#meta [14] 725,millones Top Word Pairs in Tweet in G7:
[175] maitlis,right [175] board,active [175] active,agent [175] right,calling [175] agent,conservative [175] calling,robbie [175] robbie,gibb [175] emily,maitlis [175] gibb,#bbc [175] party,bbc Top Word Pairs in Tweet in G8:
[168] robert,mercer [161] conway,joined [161] friend,robert [161] campaign,request [161] mercer,owned [161] request,good [161] ajdukakis,abc [161] good,friend [161] owned,breitbart [161] trump,campaign Top Word Pairs in Tweet in G9:
[53] cambridge,analytica [36] repubblikamt,#malta [34] involved,brexit [34] leave,eu [34] carolecadwalla,blasted [34] brexit,cambridge [34] saying,#cambridgeanalytica [34] took,leave [34] blasted,saying [34] analytica,took Top Word Pairs in Tweet in G10:
[263] #fnrnlepen,#cambridgeanalytica [108] youtube,thebrinkfilm [108] thebrinkfilm,thegreathackdoc [107] thegreathackdoc,#fnrnlepen [74] khadymany,#fnrnlepen [64] marine,pen [56] cambridge,analytica [39] mark,zuckerberg [36] celui,décrit [36] steve,bannon Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: