The graph represents a network of 5,621 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 October 2021 at 05:21 UTC.
The requested start date was Thursday, 28 October 2021 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 87-day, 15-hour, 1-minute period from Sunday, 01 August 2021 at 02:46 UTC to Wednesday, 27 October 2021 at 17:48 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 : 5621
Unique Edges : 3454
Edges With Duplicates : 11502
Total Edges : 14956
Number of Edge Types : 5
MentionsInRetweet : 7121
Replies to : 558
Mentions : 1646
Retweet : 4990
Tweet : 641
Self-Loops : 1051
Reciprocated Vertex Pair Ratio : 0.00706384113021458
Reciprocated Edge Ratio : 0.0140285865537321
Connected Components : 408
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 4655
Maximum Edges in a Connected Component : 13611
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.29614
Graph Density : 0.000239189465533735
Modularity : 0.450649
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,621 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 October 2021 at 05:21 UTC.
The requested start date was Thursday, 28 October 2021 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 87-day, 15-hour, 1-minute period from Sunday, 01 August 2021 at 02:46 UTC to Wednesday, 27 October 2021 at 17:48 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:
[1435] alleging,company [1434] shareholders,sue [1433] sue,#facebook [1433] #facebook,alleging [1433] company,overpaid [1433] overpaid,nearly [1433] nearly,billion [1433] billion,more [1433] more,ftc [1433] ftc,original Top Word Pairs in Tweet in G1:
[1345] shareholders,sue [1345] sue,#facebook [1345] #facebook,alleging [1345] alleging,company [1345] company,overpaid [1345] overpaid,nearly [1345] nearly,billion [1345] billion,more [1345] more,ftc [1345] ftc,original Top Word Pairs in Tweet in G2:
[370] build,psychological [332] psychological,warfare [332] warfare,tool [330] #cambridgeanalytica,chrisinsilico [330] chrisinsilico,build [330] tool,hollow [327] stefsimanowitz,2015 [310] 2015,bannon [305] hollow,democracy [303] bannon,told Top Word Pairs in Tweet in G3:
[59] mother,facebook [59] facebook,#cambridgeanalytica [59] #cambridgeanalytica,lawsuits [59] lawsuits,alleges [59] alleges,facebook [59] facebook,paid [59] paid,ftc [59] ftc,billions [59] billions,extra [59] extra,protect Top Word Pairs in Tweet in G4:
[153] global,reach [152] breathtaking,global [151] mapped,breathtaking [143] reach,mercer [104] 60minutes,zuckerberg [104] zuckerberg,colleagues [103] colleagues,money [103] money,mapped [103] isawthesethings,60minutes [76] bannon,mercer Top Word Pairs in Tweet in G5:
[46] still,waiting [38] fbnewsroom,still [38] waiting,whole [38] whole,truth [38] truth,come [38] come,#projectalamo [38] #projectalamo,#cambridgeanalytica [38] #cambridgeanalytica,went [38] went,fb [37] saintsfan5348,fbnewsroom Top Word Pairs in Tweet in G6:
[239] #fnrnlepen,#cambridgeanalytica [108] youtube,thebrinkfilm [108] thebrinkfilm,thegreathackdoc [108] thegreathackdoc,#fnrnlepen [76] khadymany,#fnrnlepen [35] failure,protect [35] protect,user [35] user,data [35] data,#zuckerberg [35] #zuckerberg,personally Top Word Pairs in Tweet in G7:
[16] cambridge,analytica [15] #cambridgeanalytica,#facebook [15] #facebook,#cambridgeanalytica [8] mark,zuckerberg [5] #cambridgeanalytica,scandal [5] peer,minds [5] minds,entire [5] entire,population [5] population,target [5] target,weakest Top Word Pairs in Tweet in G8:
[177] kleiner,tv [177] tv,tipp [177] tipp,mal [177] mal,ehemaligen [177] ehemaligen,cambridgeanalytica [177] cambridgeanalytica,leuten [177] leuten,konzept [177] konzept,die [177] die,machtübernahme [176] martinsonneborn,kleiner Top Word Pairs in Tweet in G9:
[124] lawsuit,against [124] against,#facebook [124] #facebook,reveals [124] reveals,details [124] details,#cambridgeanalytica [124] #cambridgeanalytica,scandal [124] scandal,claiming [81] recently,filed [81] filed,lawsuit [80] epochtimes,recently 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 G7:
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: