The graph represents a network of 3,869 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, 01 December 2022 at 06:10 UTC.
The requested start date was Thursday, 01 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 121-day, 19-hour, 24-minute period from Monday, 01 August 2022 at 02:57 UTC to Wednesday, 30 November 2022 at 22:22 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 : 3869
Unique Edges : 2832
Edges With Duplicates : 7661
Total Edges : 10493
Number of Edge Types : 5
Replies to : 556
Mentions : 1628
Retweet : 2924
MentionsInRetweet : 4700
Tweet : 685
Self-Loops : 1062
Reciprocated Vertex Pair Ratio : 0.00992654357752631
Reciprocated Edge Ratio : 0.019657951641439
Connected Components : 482
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 2629
Maximum Edges in a Connected Component : 8777
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.585694
Graph Density : 0.000339919862572678
Modularity : 0.464395
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,869 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, 01 December 2022 at 06:10 UTC.
The requested start date was Thursday, 01 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 121-day, 19-hour, 24-minute period from Monday, 01 August 2022 at 02:57 UTC to Wednesday, 30 November 2022 at 22:22 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:
[424] #cambridgeanalytica,#facebook [385] data,mining [385] remember,#cambridgeanalytica [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:
[370] helped,elect [370] conman,wannabe [370] remember,#cambridgeanalytica [370] #cambridgeanalytica,#facebook [370] unqualified,conman [370] autocrat,data [370] wannabe,autocrat [370] #facebook,helped [370] elect,unqualified [370] data,mining Top Word Pairs in Tweet in G2:
[131] interactive,cambridge [127] dataset,behind [124] 'dark,art [124] patreon,'dark [124] available,patreon [124] above,dataset [124] art,debutants' [124] behind,interactive [124] debutants',above [124] made,available Top Word Pairs in Tweet in G3:
[100] #palantir,#facultyai [84] #facultyai,links [83] links,discredited [83] aware,#palantir [83] discredited,#cambridgeanalytica [82] whistleblower,chrisinsilico [69] showed,#cambridgeanalytica [69] harvest,data [69] data,facebook [69] palantir,showed Top Word Pairs in Tweet in G4:
[96] repubblikamt,#malta [79] surely,memorable [79] left,surely [79] conversation,carolecadwalla [79] memorable,conversation [78] carolecadwalla,pulitzer [66] hrs,left [66] over,24 [66] #malta,little [66] 24,hrs Top Word Pairs in Tweet in G5:
[44] cambridge,analytica [19] #facebook,#cambridgeanalytica [19] agrees,settle [15] #cambridgeanalytica,#facebook [13] analytica,data [12] data,breach [11] data,privacy [10] 11th,hour [10] lawsuit,ends [10] ends,11th Top Word Pairs in Tweet in G6:
[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 G7:
[295] #fnrnlepen,#cambridgeanalytica [118] thebrinkfilm,thegreathackdoc [118] youtube,thebrinkfilm [117] thegreathackdoc,#fnrnlepen [94] khadymany,#fnrnlepen [91] cambridge,analytica [85] mark,zuckerberg [67] #brexit,#trump2016 [61] marine,pen [48] over,cambridge Top Word Pairs in Tweet in G8:
[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 G9:
[169] robert,mercer [163] trump,campaign [162] mercer,owned [162] conway,joined [162] friend,robert [162] request,good [162] abc,conway [162] good,friend [162] campaign,request [162] ajdukakis,abc Top Word Pairs in Tweet in G10:
[21] appoint,independent [21] tried,failed [21] liquidate,scl [21] transparently,liquidate [21] failed,judge [21] administrator,transparently [21] judge,appoint [21] independent,administrator [20] profcarroll,tried [20] scl,cambridgeanalyti 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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