The graph represents a network of 15,579 Twitter users whose recent tweets contained "Epstein (Trump OR Clinton) until:2019-08-11", 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 Monday, 19 August 2019 at 11:45 UTC.
The tweets in the network were tweeted over the 32-minute period from Saturday, 10 August 2019 at 23:27 UTC to Saturday, 10 August 2019 at 23:59 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 : 15579
Unique Edges : 22721
Edges With Duplicates : 3751
Total Edges : 26472
Number of Edge Types : 4
Retweet : 15418
Tweet : 1880
Replies to : 3857
Mentions : 5317
Self-Loops : 1933
Reciprocated Vertex Pair Ratio : 0.00260773480662983
Reciprocated Edge Ratio : 0.00520190442602716
Connected Components : 1099
Single-Vertex Connected Components : 575
Maximum Vertices in a Connected Component : 13501
Maximum Edges in a Connected Component : 24332
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.836506
Graph Density : 9.34691647475285E-05
Modularity : 0.685991
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5903] jeffrey,epstein [5453] bill,clinton [1958] top,democrats [1953] donald,trump [1830] clinton,took [1811] took,private [1811] private,trips [1810] including,bill [1801] breaking,documents [1800] documents,unsealed Top Word Pairs in Tweet in G1:
[953] bill,clinton [953] bill,barr [928] jeffrey,epstein [690] donald,trump [323] jeffrey,epstein's [307] hired,epstein [294] conspiracy,theory [281] william,barr [280] clinton,guilty [273] recuse,himself Top Word Pairs in Tweet in G2:
[1543] bill,clinton [1542] jeffrey,epstein [1501] clinton,took [1500] breaking,documents [1500] documents,unsealed [1500] unsealed,yesterday [1500] yesterday,revealing [1500] revealing,top [1500] took,private [1500] private,trips Top Word Pairs in Tweet in G3:
[649] bill,clinton [576] w_terrence,realdonaldtrump [562] jeffrey,epstein [403] bill,barr's [395] barr's,doj [354] mar,largo [287] sex,island [261] doj,bill [238] jeremynewberger,w_terrence [219] 26,times Top Word Pairs in Tweet in G4:
[407] jeffrey,epstein [319] bill,clinton [241] epstein,death [228] trending,list [227] censorship,twitter [227] twitter,removes [227] removes,#clintonbodycount [227] #clintonbodycount,84 [227] 84,000 [227] 000,mentions Top Word Pairs in Tweet in G5:
[452] connection,epstein [449] told,journalist [234] united,states [231] epstein,suicide [230] clinton,connection [228] russian,bots [226] understand,reason [226] reason,russian [226] bots,over [226] over,internet Top Word Pairs in Tweet in G6:
[124] conspiracy,theory [116] trump,retweets [114] jeffrey,epstein [71] epstein,death [68] epstein,conspiracy [66] bill,clinton [59] clinton,connection [56] retweets,epstein [56] theory,claiming [56] claiming,clinton Top Word Pairs in Tweet in G7:
[186] jeffrey,epstein [184] epstein,death [171] overheard,trump [171] trump,giving [171] giving,statement [171] death,aides [171] aides,aren [171] aren,worried [171] worried,ll [171] ll,sound Top Word Pairs in Tweet in G8:
[98] jeffrey,epstein [81] bill,clinton [56] cover,up [46] epstein's,death [43] president,trump [42] epstein,death [41] conspiracy,theories [36] jeffrey,epstein's [35] sex,trafficking [33] trump,contributes Top Word Pairs in Tweet in G9:
[222] bill,clinton [123] jeffrey,epstein [88] sex,trafficker [87] conspiracy,theory [74] young,girls [73] ghislaine,maxwell [73] recruited,young [73] child,sex [71] pedo,island [71] wedding,invites Top Word Pairs in Tweet in G10:
[228] conspiracy,theories [204] trump,actively [204] actively,spreading [204] spreading,conspiracy [204] theories,epstein [204] epstein,hoping [204] hoping,supporters [204] supporters,assassinate [204] assassinate,political [204] political,opponents 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 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: