The graph represents a network of 3,097 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, 15 December 2022 at 06:10 UTC.
The requested start date was Thursday, 15 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 104-day, 7-hour, 52-minute period from Thursday, 01 September 2022 at 06:06 UTC to Wednesday, 14 December 2022 at 13:58 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 : 3097
Unique Edges : 2279
Edges With Duplicates : 6032
Total Edges : 8311
Number of Edge Types : 5
Retweet : 2217
MentionsInRetweet : 3664
Replies to : 498
Tweet : 473
Mentions : 1459
Self-Loops : 805
Reciprocated Vertex Pair Ratio : 0.00963676797627873
Reciprocated Edge Ratio : 0.0190895741556534
Connected Components : 322
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 2261
Maximum Edges in a Connected Component : 7242
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.705284
Graph Density : 0.000426143830113163
Modularity : 0.466416
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,097 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, 15 December 2022 at 06:10 UTC.
The requested start date was Thursday, 15 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 104-day, 7-hour, 52-minute period from Thursday, 01 September 2022 at 06:06 UTC to Wednesday, 14 December 2022 at 13:58 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:
[392] #cambridgeanalytica,#facebook [386] remember,#cambridgeanalytica [380] data,mining [378] wannabe,autocrat [378] unqualified,conman [378] helped,elect [378] elect,unqualified [378] conman,wannabe [378] autocrat,data [378] #facebook,helped Top Word Pairs in Tweet in G1:
[368] helped,elect [368] conman,wannabe [368] remember,#cambridgeanalytica [368] #cambridgeanalytica,#facebook [368] unqualified,conman [368] autocrat,data [368] wannabe,autocrat [368] #facebook,helped [368] elect,unqualified [368] data,mining Top Word Pairs in Tweet in G2:
[83] #palantir,#facultyai [66] #facultyai,links [65] links,discredited [65] discredited,#cambridgeanalytica [65] aware,#palantir [56] whistleblower,chrisinsilico [54] stefsimanowitz,aware [50] #cambridgeanalytica,harvest [50] showed,#cambridgeanalytica [50] palantir,showed Top Word Pairs in Tweet in G3:
[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 G4:
[168] robert,mercer [162] conway,joined [162] friend,robert [162] campaign,request [162] abc,conway [162] request,good [162] trump,campaign [162] owned,breitbart [162] ajdukakis,abc [162] mercer,owned Top Word Pairs in Tweet in G5:
[295] #fnrnlepen,#cambridgeanalytica [118] thebrinkfilm,thegreathackdoc [118] youtube,thebrinkfilm [117] thegreathackdoc,#fnrnlepen [94] khadymany,#fnrnlepen [89] cambridge,analytica [83] mark,zuckerberg [61] marine,pen [52] #brexit,#trump2016 [47] over,cambridge Top Word Pairs in Tweet in G6:
[98] repubblikamt,#malta [83] conversation,carolecadwalla [82] left,surely [82] memorable,conversation [82] surely,memorable [81] carolecadwalla,pulitzer [69] little,over [69] hrs,left [69] #malta,little [69] 24,hrs Top Word Pairs in Tweet in G7:
[65] parent,meta [63] parties,including [63] lawsuit,letting [63] letting,third [63] bucks,settle [63] meta,agreed [63] pay,big [63] settle,lawsuit [63] third,parties [63] agreed,pay Top Word Pairs in Tweet in G8:
[59] far,right [58] during,#cambridgeanalytica [58] #cambridgeanalytica,revelations [58] right,during [58] went,hands [58] exactly,went [58] hands,far [52] revelations,didn [52] emmalbriant,urgh [52] urgh,exactly Top Word Pairs in Tweet in G9:
[9] personal,data [9] #cambridgeanalytica,#mercer [8] #mercer,found [8] guilty,breaking [8] #trumpâ,#cambridgeanalytica [8] laws,analytics [8] convicted,#trumpâ [8] data,laws [8] analytics,company [8] found,guilty Top Word Pairs in Tweet in G10:
[121] î,î [21] cambridge,analytica [11] ïƒï,î [10] îµî,î [9] î,ïƒï [8] #dados,#facebook [8] î,îºî [8] acredite_co,#cambridgeanalytica [8] descubra,seus [8] seus,#dados Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: