The graph represents a network of 4,904 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, 28 July 2022 at 05:11 UTC.
The requested start date was Thursday, 28 July 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 117-day, 13-hour, 50-minute period from Friday, 01 April 2022 at 02:39 UTC to Wednesday, 27 July 2022 at 16:29 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 : 4904
Unique Edges : 4183
Edges With Duplicates : 11740
Total Edges : 15923
Number of Edge Types : 5
MentionsInRetweet : 7811
Mentions : 2239
Replies to : 729
Retweet : 4354
Tweet : 790
Self-Loops : 1476
Reciprocated Vertex Pair Ratio : 0.00977653631284916
Reciprocated Edge Ratio : 0.0193637621023513
Connected Components : 541
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 3409
Maximum Edges in a Connected Component : 13534
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.445278
Graph Density : 0.000300694817135961
Modularity : 0.411868
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,904 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, 28 July 2022 at 05:11 UTC.
The requested start date was Thursday, 28 July 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 117-day, 13-hour, 50-minute period from Friday, 01 April 2022 at 02:39 UTC to Wednesday, 27 July 2022 at 16:29 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:
[645] mark,zuckerberg [599] #fnrnlepen,#cambridgeanalytica [520] cambridge,analytica [379] attorney,general [379] asymmetricinfo,missing [379] missing,bigger [379] bigger,picture [379] picture,value [379] value,metadata [379] metadata,going Top Word Pairs in Tweet in G1:
[369] asymmetricinfo,missing [369] missing,bigger [369] bigger,picture [369] picture,value [369] value,metadata [369] metadata,going [368] saintsfan5348,asymmetricinfo [368] going,#cambridgeanalytic [244] free,speech [241] nothing,free Top Word Pairs in Tweet in G2:
[599] #fnrnlepen,#cambridgeanalytica [272] khadymany,#fnrnlepen [238] youtube,thebrinkfilm [235] cambridge,analytica [235] thebrinkfilm,thegreathackdoc [233] thegreathackdoc,#fnrnlepen [228] mark,zuckerberg [141] zuckerberg,face [139] over,cambridge [138] face,deposition Top Word Pairs in Tweet in G3:
[258] over,#cambridgeanalytica [250] big,breaking [250] breaking,news [250] news,dc [250] dc,attorney [250] attorney,general [250] general,suing [250] suing,mark [250] mark,zuckerberg [250] zuckerberg,over Top Word Pairs in Tweet in G4:
[98] #palantir,#facultyai [85] #facultyai,links [82] aware,#palantir [82] links,discredited [82] discredited,#cambridgeanalytica [78] stefsimanowitz,aware [76] trusted,brand [74] nhs,trusted [71] trusted,palantir [70] 18,wow Top Word Pairs in Tweet in G5:
[41] cambridge,analytica [30] mark,zuckerberg [21] attorney,general [16] over,#cambridgeanalytica [15] mark,#zuckerberg [13] over,cambridge [13] #cambridgeanalytica,scandal [10] dc,attorney [10] #cambridgeanalytica,data [9] #facebook,#cambridgeanalytica Top Word Pairs in Tweet in G6:
[30] free,speech [27] nothing,free [25] saintsfan5348,laurenboebert [25] laurenboebert,elonmusk [25] elonmusk,someone [25] someone,ignorant [25] ignorant,elected [25] elected,congress [25] congress,nothing [20] mark,zuckerberg Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[10] right,see [7] first,puts [7] puts,letter [7] letter,confidence [7] confidence,boris [7] boris,johnson [7] johnson,tory [7] tory,mps [7] mps,same [6] imincorrigible,first Top Word Pairs in Tweet in G9:
[53] breathtaking,global [53] global,reach [53] reach,mercer [52] mercer,bannon [49] backstory,depth [49] involvement,breathtaking [48] philldkline,backstory [48] depth,zuckerberg [48] zuckerberg,involvement [47] isawthesethings,philldkline Top Word Pairs in Tweet in G10:
[3] social,media [2] false,accounts [2] guardian,uk [2] big,big [2] cambridgeanalytica,russia [2] literature_lady,longer [2] longer,sad [2] sad,ashamed [2] ashamed,#man [2] #man,ashamed 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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