The graph represents a network of 3,707 Twitter users whose tweets in the requested range contained "cambridgeanalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 22 December 2022 at 06:09 UTC.
The requested start date was Thursday, 22 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 111-day, 12-hour, 1-minute period from Thursday, 01 September 2022 at 06:06 UTC to Wednesday, 21 December 2022 at 18:08 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 3707
Unique Edges : 2932
Edges With Duplicates : 7341
Total Edges : 10273
Number of Edge Types : 5
Retweet : 2804
MentionsInRetweet : 4767
Replies to : 586
Tweet : 584
Mentions : 1532
Self-Loops : 940
Reciprocated Vertex Pair Ratio : 0.00897117770566902
Reciprocated Edge Ratio : 0.0177828225501324
Connected Components : 335
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 2860
Maximum Edges in a Connected Component : 9185
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.42895
Graph Density : 0.000384768187721455
Modularity : 0.479607
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,707 Twitter users whose tweets in the requested range contained "cambridgeanalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 22 December 2022 at 06:09 UTC.
The requested start date was Thursday, 22 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 111-day, 12-hour, 1-minute period from Thursday, 01 September 2022 at 06:06 UTC to Wednesday, 21 December 2022 at 18:08 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[487] more,#cambridgeanalytica [487] zuck,knew [486] #cambridgeanalytica,revealed [486] knew,more [486] revealed,congress [486] know,zuck [486] transcripts,foia [486] thanks,transcripts [486] congress,thanks [485] profcarroll,know Top Word Pairs in Tweet in G1:
[461] know,zuck [461] zuck,knew [461] congress,thanks [461] knew,more [461] #cambridgeanalytica,revealed [461] transcripts,foia [461] revealed,congress [461] more,#cambridgeanalytica [461] thanks,transcripts [460] profcarroll,know Top Word Pairs in Tweet in G2:
[295] #fnrnlepen,#cambridgeanalytica [161] #nevertrump,president [160] president,first [160] first,place [159] place,lied [157] lied,cheated [152] cheated,criminally [126] criminally,convicted [118] thebrinkfilm,thegreathackdoc [118] youtube,thebrinkfilm Top Word Pairs in Tweet in G3:
[366] #facebook,helped [366] wannabe,autocrat [366] data,mining [366] elect,unqualified [366] remember,#cambridgeanalytica [366] unqualified,conman [366] conman,wannabe [366] helped,elect [366] #cambridgeanalytica,#facebook [366] autocrat,data Top Word Pairs in Tweet in G4:
[83] #palantir,#facultyai [66] #facultyai,links [65] links,discredited [65] discredited,#cambridgeanalytica [65] aware,#palantir [58] whistleblower,chrisinsilico [54] stefsimanowitz,aware [50] #cambridgeanalytica,harvest [50] showed,#cambridgeanalytica [50] palantir,showed Top Word Pairs in Tweet in G5:
[217] range,private [217] data,including [217] twitter,developers [217] private,user [217] dms,basis [217] user,data [217] harvest,vast [217] access,harvest [217] including,dms [217] vast,range Top Word Pairs in Tweet in G6:
[169] robert,mercer [163] mercer,owned [163] conway,joined [163] friend,robert [163] request,good [163] abc,conway [163] trump,campaign [163] good,friend [163] campaign,request [163] ajdukakis,abc Top Word Pairs in Tweet in G7:
[65] parent,meta [63] pay,big [63] big,bucks [63] parties,including [63] facebook's,parent [63] letting,third [63] third,parties [63] bucks,settle [63] settle,lawsuit [63] including,defunct Top Word Pairs in Tweet in G8:
[98] repubblikamt,#malta [83] conversation,carolecadwalla [82] left,surely [82] memorable,conversation [82] surely,memorable [81] carolecadwalla,pulitzer [69] #malta,little [69] 24,hrs [69] over,24 [69] little,over Top Word Pairs in Tweet in G9:
[60] far,right [59] during,#cambridgeanalytica [59] #cambridgeanalytica,revelations [59] right,during [59] went,hands [59] exactly,went [59] hands,far [52] revelations,didn [52] emmalbriant,urgh [52] urgh,exactly Top Word Pairs in Tweet in G10:
[121] î,î [25] cambridge,analytica [11] ïƒï,î [10] îµî,î [9] î,ïƒï [9] #dados,#facebook [9] acredite_co,#cambridgeanalytica [9] descubra,seus [9] seus,#dados [9] blog,acredite_co 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: