The graph represents a network of 4,369 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, 06 October 2022 at 05:10 UTC.
The requested start date was Thursday, 06 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 126-day, 10-hour, 33-minute period from Wednesday, 01 June 2022 at 03:38 UTC to Wednesday, 05 October 2022 at 14:11 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 : 4369
Unique Edges : 3412
Edges With Duplicates : 9845
Total Edges : 13257
Number of Edge Types : 5
Retweet : 3629
MentionsInRetweet : 6042
Mentions : 2080
Tweet : 812
Replies to : 694
Self-Loops : 1361
Reciprocated Vertex Pair Ratio : 0.0102459016393443
Reciprocated Edge Ratio : 0.0202839756592292
Connected Components : 569
Single-Vertex Connected Components : 271
Maximum Vertices in a Connected Component : 2851
Maximum Edges in a Connected Component : 11029
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.865095
Graph Density : 0.000310001282763929
Modularity : 0.422469
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,369 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, 06 October 2022 at 05:10 UTC.
The requested start date was Thursday, 06 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 126-day, 10-hour, 33-minute period from Wednesday, 01 June 2022 at 03:38 UTC to Wednesday, 05 October 2022 at 14:11 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:
[484] cambridge,analytica [447] #cambridgeanalytica,#facebook [410] #fnrnlepen,#cambridgeanalytica [400] data,mining [381] remember,#cambridgeanalytica [373] helped,elect [369] #facebook,helped [369] elect,unqualified [369] unqualified,conman [369] conman,wannabe Top Word Pairs in Tweet in G1:
[122] #palantir,#facultyai [102] #facultyai,links [101] aware,#palantir [101] links,discredited [101] discredited,#cambridgeanalytica [86] whistleblower,chrisinsilico [69] chrisinsilico,palantir [69] palantir,showed [69] showed,#cambridgeanalytica [69] #cambridgeanalytica,harvest Top Word Pairs in Tweet in G2:
[410] #fnrnlepen,#cambridgeanalytica [251] cambridge,analytica [231] mark,zuckerberg [164] youtube,thebrinkfilm [163] thebrinkfilm,thegreathackdoc [161] thegreathackdoc,#fnrnlepen [158] khadymany,#fnrnlepen [147] zuckerberg,face [145] over,cambridge [144] face,deposition Top Word Pairs in Tweet in G3:
[360] remember,#cambridgeanalytica [360] #cambridgeanalytica,#facebook [360] #facebook,helped [360] helped,elect [360] elect,unqualified [360] unqualified,conman [360] conman,wannabe [360] wannabe,autocrat [360] autocrat,data [360] data,mining Top Word Pairs in Tweet in G4:
[53] cambridge,analytica [21] #cambridgeanalytica,#facebook [21] #facebook,#cambridgeanalytica [20] agrees,settle [13] #cambridgeanalytica,data [13] analytica,data [12] data,privacy [12] #cambridgeanalytica,scandal [12] data,breach [10] mark,zuckerberg Top Word Pairs in Tweet in G5:
[65] parent,meta [63] facebook's,parent [63] meta,agreed [63] agreed,pay [63] pay,big [63] big,bucks [63] bucks,settle [63] settle,lawsuit [63] lawsuit,letting [63] letting,third Top Word Pairs in Tweet in G6:
[127] interactive,cambridge [125] dataset,behind [122] made,available [122] available,patreon [122] patreon,'dark [122] 'dark,art [122] art,debutants' [122] debutants',above [122] above,dataset [122] behind,interactive Top Word Pairs in Tweet in G7:
[216] twitter,developers [216] developers,access [216] access,harvest [216] harvest,vast [216] vast,range [216] range,private [216] private,user [216] user,data [216] data,including [216] including,dms Top Word Pairs in Tweet in G8:
[19] tried,failed [19] failed,judge [19] judge,appoint [19] appoint,independent [19] independent,administrator [19] administrator,transparently [19] transparently,liquidate [19] liquidate,scl [19] truefactsstated,ericgarland [19] ericgarland,lincolnproject Top Word Pairs in Tweet in G9:
[14] teaming,ownyourdatanow [14] ownyourdatanow,fight [14] fight,#fakenews [14] #fakenews,getting [14] getting,#obama [14] #obama,white [14] white,house [14] house,blowing [13] blowing,whistle [12] bywirenews,teaming Top Word Pairs in Tweet in G10:
[109] puro,#cambridgeanalytica [109] #cambridgeanalytica,bodeguitas [109] bodeguitas,bombardean [109] bombardean,varios [109] varios,tipos [106] tipos,votantes [104] votantes,videos [102] videos,altamente [102] altamente,personalizados [101] luisaponcas,puro Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: