The graph represents a network of 4,676 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2131-day, 21-hour, 33-minute period from Sunday, 09 April 2017 at 01:53 UTC to Wednesday, 08 February 2023 at 23:27 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 : 4676
Unique Edges : 3457
Edges With Duplicates : 11261
Total Edges : 14718
Number of Edge Types : 9
Retweet : 3496
MentionsInRetweet : 5671
MentionsInReplyTo : 2390
Replies to : 1098
Tweet : 935
Mentions : 524
Quote : 284
MentionsInQuoteReply : 190
MentionsInQuote : 130
Self-Loops : 2319
Reciprocated Vertex Pair Ratio : 0.0192936051034697
Reciprocated Edge Ratio : 0.0378568157533201
Connected Components : 527
Single-Vertex Connected Components : 247
Maximum Vertices in a Connected Component : 3461
Maximum Edges in a Connected Component : 12504
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.436269
Graph Density : 0.000299675667763022
Modularity : 0.422142
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,676 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2131-day, 21-hour, 33-minute period from Sunday, 09 April 2017 at 01:53 UTC to Wednesday, 08 February 2023 at 23:27 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:
[646] more,#cambridgeanalytica [641] zuck,knew [640] congress,thanks [640] transcripts,foia [640] revealed,congress [640] thanks,transcripts [640] knew,more [640] #cambridgeanalytica,revealed [640] know,zuck [639] foia,za Top Word Pairs in Tweet in G1:
[573] more,#cambridgeanalytica [573] congress,thanks [573] #cambridgeanalytica,revealed [573] revealed,congress [573] knew,more [573] transcripts,foia [573] know,zuck [573] zuck,knew [573] thanks,transcripts [572] profcarroll,know Top Word Pairs in Tweet in G2:
[176] psychological,warfare [176] build,psychological [176] warfare,tool [175] tool,hollow [175] chrisinsilico,build [175] #cambridgeanalytica,chrisinsilico [173] 2015,bannon [168] tasked,#cambridgeanalytica [168] bannon,tasked [144] stefsimanowitz,2015 Top Word Pairs in Tweet in G3:
[67] far,right [64] during,#cambridgeanalytica [64] exactly,went [64] right,during [64] hands,far [64] urgh,exactly [64] revelations,didn [64] went,hands [64] #cambridgeanalytica,revelations [63] emmalbriant,urgh Top Word Pairs in Tweet in G4:
[172] #nevertrump,president [172] criminally,convicted [172] president,first [172] place,lied [172] cheated,criminally [172] lied,cheated [172] first,place [152] 2016,election [148] facebook,data [148] influence,2016 Top Word Pairs in Tweet in G5:
[281] #fnrnlepen,#cambridgeanalytica [118] thebrinkfilm,thegreathackdoc [118] youtube,thebrinkfilm [117] thegreathackdoc,#fnrnlepen [81] khadymany,#fnrnlepen [80] cambridge,analytica [65] marine,pen [60] mark,zuckerberg [48] #brexit,#trump2016 [42] deposition,over Top Word Pairs in Tweet in G6:
[53] pagar,725 [49] cambridge,analytica [45] 725,million [41] pay,725 [38] haberle,dado [38] #informativo14,empresa [38] acceso,datos [38] empresa,facebook [38] facebook,tendrá [38] dado,acceso Top Word Pairs in Tweet in G7:
[74] cambridge,analytica [52] 725,million [34] pay,725 [26] class,action [25] million,settle [19] agreed,pay [19] #meta,#cambridgeanalytica [16] #cambridgeanalytica,#facebook [14] #facebook,#meta [14] 725,millones Top Word Pairs in Tweet in G8:
[98] repubblikamt,#malta [82] conversation,carolecadwalla [79] surely,memorable [79] memorable,conversation [79] carolecadwalla,pulitzer [79] left,surely [66] hrs,left [66] #malta,little [66] little,over [66] 24,hrs Top Word Pairs in Tweet in G9:
[176] agent,conservative [176] emily,maitlis [176] maitlis,right [176] robbie,gibb [176] gibb,#bbc [176] conservative,party [176] calling,robbie [176] board,active [176] #bbc,board [176] party,bbc Top Word Pairs in Tweet in G10:
[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 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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