The graph represents a network of 16,858 Twitter users whose recent tweets contained "epstein", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 20 August 2019 at 20:28 UTC.
The tweets in the network were tweeted over the 1-hour, 55-minute period from Tuesday, 20 August 2019 at 17:33 UTC to Tuesday, 20 August 2019 at 19:28 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 : 16858
Unique Edges : 24756
Edges With Duplicates : 5496
Total Edges : 30252
Self-Loops : 3170
Reciprocated Vertex Pair Ratio : 0.00808138819378923
Reciprocated Edge Ratio : 0.0160332058272971
Connected Components : 1752
Single-Vertex Connected Components : 949
Maximum Vertices in a Connected Component : 13208
Maximum Edges in a Connected Component : 26223
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.31988
Graph Density : 8.64747903183396E-05
Modularity : 0.7298
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4198] jeffrey,epstein [1809] epstein,s [1541] clinton,epstein [1325] epstein,video [1324] want,stop [1323] think,s [1315] took,down [1313] ve,asked [1313] asked,apologize [1313] apologize,clintons Top Word Pairs in Tweet in G1:
[494] jeffrey,epstein [261] jeffrey,epstein's [248] bill,gates [211] prince,andrew [197] 2,6 [191] ghislaine,maxwell [174] dr,epstein [173] epstein,testified [173] testified,handful [173] handful,silicon Top Word Pairs in Tweet in G2:
[538] s,death [366] epstein,s [271] don,t [269] tomfitton,#epstein [269] doj,fbi [268] #epstein,s [268] investigation,epstein [267] death,fact [267] fact,still [267] still,don Top Word Pairs in Tweet in G3:
[1155] 12,ans [803] cadeau,d [803] d,anniversaire [515] une,enquête [474] 3,fillettes [467] jeffrey,#epstein [434] anniversaire,selon [418] selon,des [416] fillettes,12 [413] comme,cadeau Top Word Pairs in Tweet in G4:
[1120] clinton,epstein [1119] ve,asked [1119] asked,apologize [1119] apologize,clintons [1119] clintons,order [1119] order,save [1119] save,career [1119] career,twitter [1119] twitter,took [1119] took,down Top Word Pairs in Tweet in G5:
[331] jeffrey,epstein [101] days,before [84] epstein,s [78] epstein,signed [67] prince,andrew [63] 2,days [51] signed,2 [48] jeffrey,epstein's [39] before,death [32] two,days Top Word Pairs in Tweet in G6:
[472] jeffrey,epstein [302] 12,year [302] year,old [297] birthday,present [291] jean,luc [291] luc,brunel [289] old,triplets [289] triplets,france [289] france,birthday [288] next,top Top Word Pairs in Tweet in G7:
[84] epstein,epstein [82] robert,epstein [74] dr,robert [65] dr,epstein [63] jeffrey,epstein [59] 2,6 [55] clinton,supporter [53] million,votes [52] 6,million [51] supporter,2016 Top Word Pairs in Tweet in G8:
[216] ghislaine,maxwell [208] serial,child [129] jeffrey,epstein [120] jean,luc [119] luc,brunel [112] whitney,webb [107] child,traffickers [107] chelsea,manning [107] julian,assange [104] reminder,sick Top Word Pairs in Tweet in G9:
[483] robert,epstein [481] dr,robert [476] 2,6 [471] testified,u [471] u,s [471] s,senate [471] votes,2016 [471] 6,million [471] million,votes [465] senate,google's Top Word Pairs in Tweet in G10:
[379] jeffrey,#epstein [363] 12,year [363] year,old [363] birthday,present [359] three,12 [356] jean,luc [356] luc,brunel [355] virginia,giuffre [354] omg,jeffrey [354] #epstein,three Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: