The graph represents a network of 4,643 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, 09 June 2022 at 05:13 UTC.
The requested start date was Thursday, 09 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 99-day, 15-hour, 59-minute period from Tuesday, 01 March 2022 at 00:00 UTC to Wednesday, 08 June 2022 at 16:00 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 : 4643
Unique Edges : 3830
Edges With Duplicates : 8922
Total Edges : 12752
Number of Edge Types : 5
Retweet : 3554
MentionsInRetweet : 6077
Replies to : 556
Mentions : 1890
Tweet : 675
Self-Loops : 1111
Reciprocated Vertex Pair Ratio : 0.00906855210574854
Reciprocated Edge Ratio : 0.017974105102818
Connected Components : 529
Single-Vertex Connected Components : 259
Maximum Vertices in a Connected Component : 3224
Maximum Edges in a Connected Component : 10657
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.311469
Graph Density : 0.000304600709531743
Modularity : 0.460887
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,643 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, 09 June 2022 at 05:13 UTC.
The requested start date was Thursday, 09 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 99-day, 15-hour, 59-minute period from Tuesday, 01 March 2022 at 00:00 UTC to Wednesday, 08 June 2022 at 16:00 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 [376] attorney,general Top Word Pairs in Tweet in G1:
[373] asymmetricinfo,missing [373] missing,bigger [373] bigger,picture [373] picture,value [373] value,metadata [373] metadata,going [372] saintsfan5348,asymmetricinfo [372] going,#cambridgeanalytic [246] free,speech [243] nothing,free Top Word Pairs in Tweet in G2:
[259] over,#cambridgeanalytica [252] #cambridgeanalytica,know [251] mark,zuckerberg [250] big,breaking [250] breaking,news [250] news,dc [250] dc,attorney [250] attorney,general [250] general,suing [250] suing,mark Top Word Pairs in Tweet in G3:
[71] global,reach [70] breathtaking,global [70] reach,mercer [68] mercer,bannon [57] depth,zuckerberg [56] backstory,depth [56] involvement,breathtaking [55] zuckerberg,involvement [51] philldkline,backstory [50] isawthesethings,philldkline Top Word Pairs in Tweet in G4:
[35] 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:
[291] #fnrnlepen,#cambridgeanalytica [127] khadymany,#fnrnlepen [111] youtube,thebrinkfilm [109] thebrinkfilm,thegreathackdoc [109] thegreathackdoc,#fnrnlepen [27] khadymany,ce [24] l'ombre,mai [24] mai,2019 [24] brittany,kaiser [22] steve,bannon Top Word Pairs in Tweet in G6:
[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 [14] mark,zuckerberg Top Word Pairs in Tweet in G7:
[8] londonassembly,mayoroflondon [8] mayoroflondon,policeconduct [8] policeconduct,gmb [8] gmb,tomcopley [8] tomcopley,eu_parliament [8] eu_parliament,theresa_may [8] theresa_may,conservatives [6] conservatives,bbcpanorama [4] erik,prince [4] theashkenazi,londonassembly Top Word Pairs in Tweet in G8:
[5] kathrynresister,betterw05759703 [5] betterw05759703,joined [5] joined,twitter [5] twitter,tweet [5] tweet,support [5] support,hillaryclinton [5] hillaryclinton,2016 [5] 2016,shocked [4] carolgo18658081,kathrynresister [3] another,#cambridgeanalytica Top Word Pairs in Tweet in G9:
[22] happened,#cambridgeanalytica [22] #cambridgeanalytica,mercers [22] mercers,bannon [22] bannon,parscale [22] parscale,facebook [22] facebook,#bidenboom [22] #bidenboom,#democratsdeliver [22] #democratsdeliver,#demvoice1 [21] tam_resist,happened [19] #washington,ag 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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