The graph represents a network of 5,035 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, 23 June 2022 at 05:12 UTC.
The requested start date was Thursday, 23 June 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 113-day, 17-hour, 59-minute period from Tuesday, 01 March 2022 at 00:00 UTC to Wednesday, 22 June 2022 at 18:00 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 : 5035
Unique Edges : 4180
Edges With Duplicates : 9650
Total Edges : 13830
Number of Edge Types : 5
Mentions : 2055
Replies to : 628
Retweet : 3851
MentionsInRetweet : 6570
Tweet : 726
Self-Loops : 1194
Reciprocated Vertex Pair Ratio : 0.00917431192660551
Reciprocated Edge Ratio : 0.0181818181818182
Connected Components : 570
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 3410
Maximum Edges in a Connected Component : 11354
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.337464
Graph Density : 0.000282093679562885
Modularity : 0.460713
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,035 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, 23 June 2022 at 05:12 UTC.
The requested start date was Thursday, 23 June 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 113-day, 17-hour, 59-minute period from Tuesday, 01 March 2022 at 00:00 UTC to Wednesday, 22 June 2022 at 18:00 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:
[396] mark,zuckerberg [379] asymmetricinfo,missing [379] missing,bigger [379] bigger,picture [379] picture,value [379] value,metadata [379] metadata,going [378] saintsfan5348,asymmetricinfo [378] going,#cambridgeanalytic [377] attorney,general Top Word Pairs in Tweet in G1:
[374] asymmetricinfo,missing [374] missing,bigger [374] bigger,picture [374] picture,value [374] value,metadata [374] metadata,going [373] saintsfan5348,asymmetricinfo [373] going,#cambridgeanalytic [246] free,speech [243] nothing,free Top Word Pairs in Tweet in G2:
[67] #palantir,#facultyai [67] 18,wow [67] wow,#palantir [67] #palantir,hired [67] hired,former [67] former,head [67] head,ai [67] ai,nhsx [67] nhsx,member [67] member,sage Top Word Pairs in Tweet in G3:
[248] over,#cambridgeanalytica [240] big,breaking [240] breaking,news [240] news,dc [240] dc,attorney [240] attorney,general [240] general,suing [240] suing,mark [240] mark,zuckerberg [240] zuckerberg,over Top Word Pairs in Tweet in G4:
[38] cambridge,analytica [24] mark,zuckerberg [21] attorney,general [13] studied,tested [13] tested,pro [13] pro,#maga [13] #maga,#antivaccine [13] #antivaccine,positions [13] positions,#manafort [13] #manafort,gave Top Word Pairs in Tweet in G5:
[292] #fnrnlepen,#cambridgeanalytica [127] khadymany,#fnrnlepen [111] youtube,thebrinkfilm [109] thebrinkfilm,thegreathackdoc [109] thegreathackdoc,#fnrnlepen [29] khadymany,ce [26] l'ombre,mai [26] mai,2019 [25] brittany,kaiser [23] steve,bannon Top Word Pairs in Tweet in G6:
[29] 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 [7] cambridge,analytica Top Word Pairs in Tweet in G7:
[67] global,reach [66] breathtaking,global [66] reach,mercer [64] mercer,bannon [55] depth,zuckerberg [54] backstory,depth [54] involvement,breathtaking [53] zuckerberg,involvement [49] philldkline,backstory [48] isawthesethings,philldkline Top Word Pairs in Tweet in G8:
[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 G9:
[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 Word Pairs in Tweet in G10:
[67] #cambridgeanalytica,reborn [67] reborn,private [67] agency,weaponizes [66] latest,#cambridgeanalytica [66] private,#spy [66] #spy,agency [66] weaponizes,#facebook [66] #facebook,again [65] kitklarenberg,latest [3] #cambridgeanalytica,data 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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