The graph represents a network of 4,680 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2103-day, 22-hour, 6-minute period from Sunday, 09 April 2017 at 01:53 UTC to Thursday, 12 January 2023 at 00:00 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 : 4680
Unique Edges : 3300
Edges With Duplicates : 11383
Total Edges : 14683
Number of Edge Types : 9
Retweet : 3539
MentionsInRetweet : 5653
Replies to : 1094
MentionsInReplyTo : 2388
Tweet : 898
Mentions : 532
MentionsInQuote : 115
Quote : 278
MentionsInQuoteReply : 186
Self-Loops : 2337
Reciprocated Vertex Pair Ratio : 0.0179621681767605
Reciprocated Edge Ratio : 0.0352904434728295
Connected Components : 506
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 3429
Maximum Edges in a Connected Component : 12460
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.359249
Graph Density : 0.000292450538229551
Modularity : 0.414414
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,680 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 06:10 UTC.
The tweets in the network were tweeted over the 2103-day, 22-hour, 6-minute period from Sunday, 09 April 2017 at 01:53 UTC to Thursday, 12 January 2023 at 00:00 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:
[570] more,#cambridgeanalytica [570] congress,thanks [570] #cambridgeanalytica,revealed [570] revealed,congress [570] knew,more [570] transcripts,foia [570] know,zuck [570] zuck,knew [570] thanks,transcripts [569] profcarroll,know Top Word Pairs in Tweet in G2:
[184] build,psychological [182] warfare,tool [182] psychological,warfare [180] #cambridgeanalytica,chrisinsilico [180] tool,hollow [180] chrisinsilico,build [176] 2015,bannon [172] tasked,#cambridgeanalytica [172] bannon,tasked [146] 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 [151] facebook,data [148] used,#cambridgeanalytica Top Word Pairs in Tweet in G4:
[39] pagar,725 [38] #cambridgeanalytica,congress [38] cambridge,analytica [38] turns,#markzuckerberg [38] haberle,dado [38] #informativo14,empresa [38] acceso,datos [38] congress,knew [38] empresa,facebook [38] knew,investigation Top Word Pairs in Tweet in G5:
[66] cambridge,analytica [51] 725,million [33] pay,725 [24] class,action [24] million,settle [18] #meta,#cambridgeanalytica [17] agreed,pay [15] #cambridgeanalytica,#facebook [14] 725,millones [13] facebook,parent Top Word Pairs in Tweet in G6:
[61] #cambridgeanalytica,revelations [61] far,right [60] went,hands [60] exactly,went [60] urgh,exactly [60] during,#cambridgeanalytica [60] hands,far [60] right,during [60] revelations,didn [59] emmalbriant,urgh Top Word Pairs in Tweet in G7:
[25] #russianreport,ignored [18] forgotten,#c4news [18] stories,#cambridgeanalytica [18] ve,forgotten [18] investigations,stories [18] case,ve [18] #c4news,investigations [17] krishgm,case [16] hey,rishisunak [16] damaging,#brexit Top Word Pairs in Tweet in G8:
[178] agent,conservative [178] emily,maitlis [178] maitlis,right [178] robbie,gibb [178] gibb,#bbc [178] conservative,party [178] calling,robbie [178] board,active [178] #bbc,board [178] party,bbc Top Word Pairs in Tweet in G9:
[294] #fnrnlepen,#cambridgeanalytica [118] thebrinkfilm,thegreathackdoc [118] youtube,thebrinkfilm [117] thegreathackdoc,#fnrnlepen [100] cambridge,analytica [93] khadymany,#fnrnlepen [80] mark,zuckerberg [67] marine,pen [51] #brexit,#trump2016 [46] over,cambridge 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:
Top Replied-To in G1:
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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: