The graph represents a network of 5,768 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, 25 November 2021 at 06:23 UTC.
The requested start date was Thursday, 25 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 84-day, 9-hour, 41-minute period from Wednesday, 01 September 2021 at 00:15 UTC to Wednesday, 24 November 2021 at 09:57 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 : 5768
Unique Edges : 4127
Edges With Duplicates : 13804
Total Edges : 17931
Number of Edge Types : 5
MentionsInRetweet : 8012
Mentions : 3170
Replies to : 738
Retweet : 5317
Tweet : 694
Self-Loops : 1244
Reciprocated Vertex Pair Ratio : 0.0104592450108199
Reciprocated Edge Ratio : 0.0207019631171921
Connected Components : 385
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 4873
Maximum Edges in a Connected Component : 16684
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.127529
Graph Density : 0.000252675139796542
Modularity : 0.410401
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,768 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, 25 November 2021 at 06:23 UTC.
The requested start date was Thursday, 25 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 84-day, 9-hour, 41-minute period from Wednesday, 01 September 2021 at 00:15 UTC to Wednesday, 24 November 2021 at 09:57 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:
[1436] alleging,company [1435] shareholders,sue [1434] sue,#facebook [1434] #facebook,alleging [1434] company,overpaid [1434] overpaid,nearly [1434] nearly,billion [1434] billion,more [1434] more,ftc [1434] ftc,original Top Word Pairs in Tweet in G1:
[1328] shareholders,sue [1328] sue,#facebook [1328] #facebook,alleging [1328] alleging,company [1328] company,overpaid [1328] overpaid,nearly [1328] nearly,billion [1328] billion,more [1328] more,ftc [1328] ftc,original Top Word Pairs in Tweet in G2:
[319] psychological,warfare [319] warfare,tool [315] build,psychological [315] #cambridgeanalytica,chrisinsilico [311] 2015,bannon [311] stefsimanowitz,2015 [310] chrisinsilico,build [310] tool,hollow [306] hollow,democracy [305] bannon,told Top Word Pairs in Tweet in G3:
[62] facebook,paid [61] mother,facebook [61] facebook,#cambridgeanalytica [61] #cambridgeanalytica,lawsuits [61] lawsuits,alleges [61] alleges,facebook [61] paid,ftc [61] ftc,billions [61] billions,extra [61] extra,protect Top Word Pairs in Tweet in G4:
[137] global,reach [136] breathtaking,global [134] mapped,breathtaking [127] reach,mercer [105] 60minutes,zuckerberg [105] zuckerberg,colleagues [104] colleagues,money [104] money,mapped [104] isawthesethings,60minutes [64] bannon,mercer Top Word Pairs in Tweet in G5:
[277] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [266] #fnrnlepen,#cambridgeanalytica [242] #deletezuckerbergonetime4all,aoc [225] hey,humans [225] #cambridgeanalytica,#capitolriots [224] humans,over [224] over,world [224] #capitolriots,#disinformation [224] #disinformation,#fakenews [224] #fakenews,#génocides Top Word Pairs in Tweet in G6:
[91] #gefraud,#crimescene [90] #crimescene,#cambridgeanalytica [88] #cambridgeanalytica,#fb [67] #fb,#siliconvalley [62] #siliconvalley,#robertmercer [62] #call4corbyn,#joy4j [61] #robertmercer,#trump [55] #trump,#zuckerberg [52] #joy4j,#mniwiconi [52] #zuckerberg,#sherylsandberg Top Word Pairs in Tweet in G7:
[20] cambridge,analytica [15] #facebook,#cambridgeanalytica [12] #cambridgeanalytica,#facebook [9] mark,zuckerberg [4] overpaid,data [4] data,settlement [4] settlement,avoid [4] avoid,naming [4] #zuckerberg,#cambridgeanalytica [4] nuevo,escándalo Top Word Pairs in Tweet in G8:
[10] #cambridgeanalytica,#thegreathack [10] june,2016 [10] declared,fraudulent [10] fraudulent,uk [10] uk,electoral [10] electoral,commission [9] uk,eu [9] eu,referendum [7] dcbmep,bbcr4today [7] bbcr4today,uk 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 Word Pairs in Tweet in G10:
[37] failure,protect [37] protect,user [37] user,data [37] data,#zuckerberg [37] #zuckerberg,personally [37] personally,involved [37] involved,decisions [37] decisions,related [37] related,#cambridgeanalytica [37] #cambridgeanalytica,dc 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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