The graph represents a network of 4,555 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, 07 April 2022 at 05:21 UTC.
The requested start date was Thursday, 07 April 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 126-day, 8-hour, 35-minute period from Wednesday, 01 December 2021 at 09:52 UTC to Wednesday, 06 April 2022 at 18:28 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 : 4555
Unique Edges : 4122
Edges With Duplicates : 9746
Total Edges : 13868
Number of Edge Types : 5
MentionsInRetweet : 6295
Replies to : 708
Mentions : 2485
Retweet : 3723
Tweet : 657
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.0138475282906492
Reciprocated Edge Ratio : 0.0273167866059627
Connected Components : 461
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 3356
Maximum Edges in a Connected Component : 12164
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.410346
Graph Density : 0.000328247877524831
Modularity : 0.428293
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,555 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, 07 April 2022 at 05:21 UTC.
The requested start date was Thursday, 07 April 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 126-day, 8-hour, 35-minute period from Wednesday, 01 December 2021 at 09:52 UTC to Wednesday, 06 April 2022 at 18:28 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:
[227] #fnrnlepen,#cambridgeanalytica [175] steve,bannon [164] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [162] cambridge,analytica [154] whistleblower,chrisinsilico [146] #cambridgeanalytica,harvest [146] harvest,data [146] data,facebook [146] everything,#cambridgeanalytica [145] #uk,government Top Word Pairs in Tweet in G1:
[138] whistleblower,chrisinsilico [130] chrisinsilico,palantir [130] palantir,showed [130] harvest,data [130] data,facebook [129] showed,#cambridgeanalytica [129] #cambridgeanalytica,harvest [127] stefsimanowitz,whistleblower [122] #palantir,#facultyai [118] #facultyai,links Top Word Pairs in Tweet in G2:
[93] carolecadwalla,america [93] america,sure [93] sure,global [93] global,#dominionists [93] #dominionists,using [93] using,#cambridgeanalytica [92] saintsfan5348,carolecadwalla [78] #cambridgeanalytica,opeâ [47] joenbc,facebook [46] facebook,responsible Top Word Pairs in Tweet in G3:
[66] #bannonnotmyrelative,#cambridgeanalytica [60] steve,bannon [54] excellent,book [54] book,devil's [54] devil's,bargain [52] bargain,steve [49] bannon,donald [48] donald,trump [46] search,youtube [41] trump,storming Top Word Pairs in Tweet in G4:
[19] #cambridgeanalytica,story [16] tentoads4truth,arapaho415 [16] audience,#facebook [10] trump,campaign [10] loveon999,tentoads4truth [10] arapaho415,tammy_sager [10] tammy_sager,satirehat [10] satirehat,rickyx2001 [10] rickyx2001,clearing_fog [10] clearing_fog,nycjim Top Word Pairs in Tweet in G5:
[60] shocker,more [60] more,folk [60] folk,worked [60] worked,#cambridgeanalytica [60] #cambridgeanalytica,spreading [60] spreading,bs [60] bs,covid [60] covid,vaccine [59] emmalbriant,shocker [47] delighted,interviewed Top Word Pairs in Tweet in G6:
[227] #fnrnlepen,#cambridgeanalytica [164] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [96] youtube,thebrinkfilm [94] thebrinkfilm,thegreathackdoc [92] thegreathackdoc,#fnrnlepen [89] #deletezuckerbergonetime4all,aoc [87] khadymany,#fnrnlepen [57] #cambridgeanalytica,#capitolriots [56] #capitolriots,#disinformation [56] #disinformation,#fakenews Top Word Pairs in Tweet in G7:
[141] #uk,government [141] government,plan [141] plan,reform [141] reform,#dataprotection [141] #dataprotection,laws [141] laws,terrifying [141] terrifying,everything [141] everything,#cambridgeanalytica [140] thomashenrygin1,#uk [69] personal,data Top Word Pairs in Tweet in G8:
[24] 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 G9:
[122] mercer,partnered [122] scl,decades [121] decades,#psyops [121] #psyops,expertise [121] expertise,hacking [109] bannon,mercer [109] partnered,scl [109] hacking,global [109] global,elections [79] isawthesethings,jimstewartson Top Word Pairs in Tweet in G10:
[20] #facebook,#cambridgeanalytica [19] #privacy,#litigation [18] special,master [18] master,#facebook [18] #cambridgeanalytica,#privacy [18] #litigation,san [18] san,francisco [18] francisco,asking [18] asking,very [18] very,probing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: