The graph represents a network of 4,334 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, 12 May 2022 at 05:11 UTC.
The requested start date was Thursday, 12 May 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 99-day, 11-hour, 25-minute period from Tuesday, 01 February 2022 at 01:01 UTC to Wednesday, 11 May 2022 at 12:26 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 : 4334
Unique Edges : 4053
Edges With Duplicates : 8434
Total Edges : 12487
Number of Edge Types : 5
Replies to : 611
Retweet : 3291
MentionsInRetweet : 6059
Tweet : 579
Mentions : 1947
Self-Loops : 1050
Reciprocated Vertex Pair Ratio : 0.00950920245398773
Reciprocated Edge Ratio : 0.018839258584017
Connected Components : 444
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 3056
Maximum Edges in a Connected Component : 10638
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.227997
Graph Density : 0.000350493753149092
Modularity : 0.460971
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,334 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, 12 May 2022 at 05:11 UTC.
The requested start date was Thursday, 12 May 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 99-day, 11-hour, 25-minute period from Tuesday, 01 February 2022 at 01:01 UTC to Wednesday, 11 May 2022 at 12:26 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:
[379] asymmetricinfo,missing [379] missing,bigger [379] bigger,picture [379] picture,value [379] value,metadata [379] metadata,going [378] saintsfan5348,asymmetricinfo [378] going,#cambridgeanalytic [294] #fnrnlepen,#cambridgeanalytica [280] free,speech Top Word Pairs in Tweet in G1:
[372] asymmetricinfo,missing [372] missing,bigger [372] bigger,picture [372] picture,value [372] value,metadata [372] metadata,going [371] saintsfan5348,asymmetricinfo [371] going,#cambridgeanalytic [245] free,speech [242] nothing,free Top Word Pairs in Tweet in G2:
[83] saintsfan5348,carolecadwalla [83] carolecadwalla,america [83] america,sure [83] sure,global [83] global,#dominionists [83] #dominionists,using [83] using,#cambridgeanalytica [72] #cambridgeanalytica,opeâ [46] delighted,interviewed [46] interviewed,read Top Word Pairs in Tweet in G3:
[18] saintsfan5348,mollyjongfast [18] mollyjongfast,exposedbycmd [18] exposedbycmd,know [18] know,#uip [18] #uip,#gloo [18] #gloo,#cambridgeanalytica [18] #cambridgeanalytica,conservative [18] conservative,'christian' [18] 'christian',chur [16] audience,#facebook Top Word Pairs in Tweet in G4:
[294] #fnrnlepen,#cambridgeanalytica [155] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [129] khadymany,#fnrnlepen [113] youtube,thebrinkfilm [111] thebrinkfilm,thegreathackdoc [109] thegreathackdoc,#fnrnlepen [72] #deletezuckerbergonetime4all,aoc [51] #cambridgeanalytica,#capitolriots [51] #capitolriots,#disinformation [51] #disinformation,#fakenews Top Word Pairs in Tweet in G5:
[42] chrisinsilico,build [40] 2015,bannon [37] stefsimanowitz,2015 [35] #palantir,#facultyai [31] trusted,brand [30] cambridge,analytica [30] psychological,warfare [30] warfare,tool [29] nhs,trusted [28] build,psychological Top Word Pairs in Tweet in G6:
[20] cambridge,analytica [14] micro,targeting [13] studied,tested [13] tested,pro [13] pro,#maga [13] #maga,#antivaccine [13] #antivaccine,positions [13] positions,#manafort [13] #manafort,gave [13] gave,#gop Top Word Pairs in Tweet in G7:
[106] global,reach [105] breathtaking,global [105] reach,mercer [91] mercer,bannon [58] backstory,depth [58] depth,zuckerberg [58] involvement,breathtaking [57] zuckerberg,involvement [49] philldkline,backstory [48] isawthesethings,philldkline Top Word Pairs in Tweet in G8:
[28] free,speech [26] nothing,free [25] saintsfan5348,laurenboebert [25] laurenboebert,elonmusk [25] elonmusk,someone [25] someone,ignorant [25] ignorant,elected [25] elected,congress [25] congress,nothing [20] #facebook,#cambridgeanalytica Top Word Pairs in Tweet in G9:
[8] eran,predecibles [8] predecibles,resultado [8] resultado,elecciones [8] elecciones,ee [8] ee,uu [8] uu,2016 [8] 2016,tras [8] tras,análisis [8] análisis,datos [8] datos,gigante Top Word Pairs in Tweet in G10:
[58] big,story [58] story,government [58] government,withholding [58] withholding,details [58] details,meeting [58] meeting,between [58] between,johnson [58] johnson,cambridge [58] cambridge,analytica [58] analytica,#cambridgeanalytica 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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