The graph represents a network of 4,026 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, 08 December 2022 at 06:11 UTC.
The requested start date was Thursday, 08 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 128-day, 10-hour, 46-minute period from Monday, 01 August 2022 at 02:57 UTC to Wednesday, 07 December 2022 at 13:44 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 : 4026
Unique Edges : 2976
Edges With Duplicates : 7831
Total Edges : 10807
Number of Edge Types : 5
Tweet : 711
Replies to : 587
Mentions : 1716
Retweet : 2994
MentionsInRetweet : 4799
Self-Loops : 1099
Reciprocated Vertex Pair Ratio : 0.00958037938302357
Reciprocated Edge Ratio : 0.0189789333839438
Connected Components : 507
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 2707
Maximum Edges in a Connected Component : 9009
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.586489
Graph Density : 0.000325153582459356
Modularity : 0.466375
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,026 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, 08 December 2022 at 06:11 UTC.
The requested start date was Thursday, 08 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 128-day, 10-hour, 46-minute period from Monday, 01 August 2022 at 02:57 UTC to Wednesday, 07 December 2022 at 13:44 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:
[425] #cambridgeanalytica,#facebook [388] remember,#cambridgeanalytica [385] 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:
[109] #palantir,#facultyai [93] #facultyai,links [92] discredited,#cambridgeanalytica [92] aware,#palantir [92] links,discredited [88] whistleblower,chrisinsilico [75] #cambridgeanalytica,harvest [75] showed,#cambridgeanalytica [75] palantir,showed [75] data,facebook Top Word Pairs in Tweet in G3:
[132] interactive,cambridge [128] dataset,behind [125] patreon,'dark [125] behind,interactive [125] art,debutants' [125] debutants',above [125] made,available [125] available,patreon [125] above,dataset [125] 'dark,art Top Word Pairs in Tweet in G4:
[92] repubblikamt,#malta [80] conversation,carolecadwalla [77] surely,memorable [77] memorable,conversation [77] left,surely [76] carolecadwalla,pulitzer [65] hrs,left [65] #malta,little [65] little,over [65] 24,hrs Top Word Pairs in Tweet in G5:
[47] cambridge,analytica [19] agrees,settle [19] #facebook,#cambridgeanalytica [16] #cambridgeanalytica,#facebook [13] analytica,data [12] data,breach [11] data,privacy [11] #cambridgeanalytica,data [10] 11th,hour [10] settle,#cambridgeanalytica 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:
[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:
[295] #fnrnlepen,#cambridgeanalytica [118] thebrinkfilm,thegreathackdoc [118] youtube,thebrinkfilm [117] thegreathackdoc,#fnrnlepen [94] khadymany,#fnrnlepen [91] cambridge,analytica [85] mark,zuckerberg [67] #brexit,#trump2016 [65] marine,pen [48] over,cambridge Top Word Pairs in Tweet in G9:
[173] robert,mercer [166] trump,campaign [165] conway,joined [165] friend,robert [165] campaign,request [165] mercer,owned [165] request,good [165] ajdukakis,abc [165] good,friend [165] owned,breitbart 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:
Top Replied-To in G1:
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Top Replied-To in G7:
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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: