The graph represents a network of 4,721 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 06:10 UTC.
The tweets in the network were tweeted over the 2159-day, 6-hour, 50-minute period from Sunday, 29 January 2017 at 17:03 UTC to Wednesday, 28 December 2022 at 23:53 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 : 4721
Unique Edges : 2985
Edges With Duplicates : 11448
Total Edges : 14433
Number of Edge Types : 9
Retweet : 3641
MentionsInRetweet : 5590
Replies to : 1045
MentionsInReplyTo : 2280
Tweet : 832
MentionsInQuote : 109
Mentions : 513
Quote : 246
MentionsInQuoteReply : 177
Self-Loops : 2274
Reciprocated Vertex Pair Ratio : 0.0161896974652494
Reciprocated Edge Ratio : 0.0318635339555842
Connected Components : 489
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 3528
Maximum Edges in a Connected Component : 12311
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.421597
Graph Density : 0.00027886579617217
Modularity : 0.41205
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,721 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 06:10 UTC.
The tweets in the network were tweeted over the 2159-day, 6-hour, 50-minute period from Sunday, 29 January 2017 at 17:03 UTC to Wednesday, 28 December 2022 at 23:53 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:
[638] more,#cambridgeanalytica [633] zuck,knew [632] congress,thanks [632] transcripts,foia [632] revealed,congress [632] thanks,transcripts [632] knew,more [632] #cambridgeanalytica,revealed [632] know,zuck [631] foia,za Top Word Pairs in Tweet in G1:
[564] more,#cambridgeanalytica [564] congress,thanks [564] #cambridgeanalytica,revealed [564] revealed,congress [564] knew,more [564] transcripts,foia [564] know,zuck [564] zuck,knew [564] thanks,transcripts [563] profcarroll,know Top Word Pairs in Tweet in G2:
[397] helped,elect [397] conman,wannabe [397] remember,#cambridgeanalytica [397] #cambridgeanalytica,#facebook [397] unqualified,conman [397] autocrat,data [397] wannabe,autocrat [397] #facebook,helped [397] elect,unqualified [397] data,mining Top Word Pairs in Tweet in G3:
[173] first,place [172] #nevertrump,president [172] cheated,criminally [172] lied,cheated [172] criminally,convicted [172] place,lied [172] president,first [153] 2016,election [149] facebook,data [148] used,#cambridgeanalytica Top Word Pairs in Tweet in G4:
[91] #palantir,#facultyai [81] build,psychological [80] warfare,tool [80] psychological,warfare [74] #cambridgeanalytica,chrisinsilico [74] tool,hollow [74] chrisinsilico,build [72] 2015,bannon [71] #facultyai,links [69] discredited,#cambridgeanalytica Top Word Pairs in Tweet in G5:
[38] #cambridgeanalytica,congress [38] turns,#markzuckerberg [38] congress,knew [38] knew,investigation [38] investigation,2017 [38] #markzuckerberg,lied [38] lied,#cambridgeanalytica [37] cambridge,analytica [37] hnsgr,turns [37] 2017,originall Top Word Pairs in Tweet in G6:
[59] cambridge,analytica [43] 725,million [30] pay,725 [22] million,settle [21] class,action [17] #meta,#cambridgeanalytica [15] #cambridgeanalytica,#facebook [15] agreed,pay [13] 725,millones [12] settle,cambridge Top Word Pairs in Tweet in G7:
[206] harvest,vast [206] access,harvest [206] vast,range [206] data,including [206] private,user [206] twitter,developers [206] user,data [206] developers,access [206] dms,basis [206] including,dms Top Word Pairs in Tweet in G8:
[25] #russianreport,ignored [17] forgotten,#c4news [17] stories,#cambridgeanalytica [17] ve,forgotten [17] investigations,stories [17] case,ve [17] #c4news,investigations [16] hey,rishisunak [16] krishgm,case [16] damaging,#brexit Top Word Pairs in Tweet in G9:
[62] #cambridgeanalytica,revelations [62] far,right [61] went,hands [61] exactly,went [61] urgh,exactly [61] during,#cambridgeanalytica [61] hands,far [61] right,during [61] revelations,didn [60] emmalbriant,urgh Top Word Pairs in Tweet in G10:
[296] #fnrnlepen,#cambridgeanalytica [118] thebrinkfilm,thegreathackdoc [118] youtube,thebrinkfilm [117] thegreathackdoc,#fnrnlepen [103] cambridge,analytica [94] khadymany,#fnrnlepen [85] mark,zuckerberg [67] marine,pen [53] #brexit,#trump2016 [51] over,cambridge 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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Top Tweeters in G10: