The graph represents a network of 4,509 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, 19 May 2022 at 05:10 UTC.
The requested start date was Thursday, 19 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 106-day, 14-hour, 36-minute period from Tuesday, 01 February 2022 at 01:01 UTC to Wednesday, 18 May 2022 at 15:37 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 : 4509
Unique Edges : 4178
Edges With Duplicates : 8888
Total Edges : 13066
Number of Edge Types : 5
Replies to : 643
Retweet : 3456
MentionsInRetweet : 6343
Mentions : 2026
Tweet : 598
Self-Loops : 1099
Reciprocated Vertex Pair Ratio : 0.00975898269998521
Reciprocated Edge Ratio : 0.0193293307951384
Connected Components : 468
Single-Vertex Connected Components : 202
Maximum Vertices in a Connected Component : 3170
Maximum Edges in a Connected Component : 11136
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.248798
Graph Density : 0.000335964175366117
Modularity : 0.457245
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,509 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, 19 May 2022 at 05:10 UTC.
The requested start date was Thursday, 19 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 106-day, 14-hour, 36-minute period from Tuesday, 01 February 2022 at 01:01 UTC to Wednesday, 18 May 2022 at 15:37 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 [299] #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:
[84] 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:
[299] #fnrnlepen,#cambridgeanalytica [155] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [133] 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:
[49] trusted,brand [47] nhs,trusted [45] trusted,palantir [43] chrisinsilico,build [41] 2015,bannon [40] palantir,rptdly [38] stefsimanowitz,nhs [38] stefsimanowitz,2015 [36] cambridge,analytica [36] #palantir,#facultyai 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:
[107] global,reach [106] breathtaking,global [106] reach,mercer [92] 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 [18] #uk,government Top Word Pairs in Tweet in G9:
[6] patrick,fagan [4] #cambridgeanalytica,#brexit [4] stefsimanowitz,uk [4] uk,vote [4] vote,leave [4] leave,#brexit [4] #brexit,campaign [4] campaign,run [4] run,dominic [4] dominic,cummings Top Word Pairs in Tweet in G10:
[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 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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