The graph represents a network of 14,313 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, 13 August 2019 at 01:09 UTC.
The tweets in the network were tweeted over the 22-minute period from Tuesday, 13 August 2019 at 00:11 UTC to Tuesday, 13 August 2019 at 00:33 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 : 14313
Unique Edges : 22287
Edges With Duplicates : 8355
Total Edges : 30642
Self-Loops : 3376
Reciprocated Vertex Pair Ratio : 0.00264859041120488
Reciprocated Edge Ratio : 0.00528318782180434
Connected Components : 1576
Single-Vertex Connected Components : 892
Maximum Vertices in a Connected Component : 11268
Maximum Edges in a Connected Component : 27120
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.241106
Graph Density : 0.000109032245894969
Modularity : 0.618522
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4896] jeffrey,epstein [2650] epstein,s [1283] jeffrey,epstein's [944] bill,clinton [928] jeffery,epstein [785] epstein,suicide [749] bill,barr [740] powerful,people [685] fbi,agents [662] co,conspirators Top Word Pairs in Tweet in G1:
[562] jeffrey,epstein [457] epstein,s [224] jeffrey,epstein's [217] fbi,agents [212] bill,clinton [207] concerned,life [206] attorney,concerned [202] #jeffreyepstein,attorney [166] justice,dept [161] #maga,#dobbs Top Word Pairs in Tweet in G2:
[1035] jeffrey,epstein [459] last,year [404] powerful,people [321] dirt,powerful [286] epstein,s [282] epstein,dirt [275] visited,jeffrey [274] jeffrey,epstein's [269] exclusive,jamesstewartnyt [269] jamesstewartnyt,visited Top Word Pairs in Tweet in G3:
[581] jeffery,epstein [521] epstein,suicide [503] suicide,shady [503] shady,cell [503] cell,tissue [503] tissue,here [503] here,live [503] live,demonstration [503] demonstration,roll [503] roll,tissue Top Word Pairs in Tweet in G4:
[323] jeffrey,epstein [323] bill,barr [299] epstein,s [209] barr,full [209] men,women [207] ignore,bill [207] full,bull [207] bull,pay [207] pay,attention [207] attention,france Top Word Pairs in Tweet in G5:
[267] jeffrey,epstein [112] epstein,s [58] jeffrey,epstein's [51] epstein's,death [32] powerful,people [30] epstein,told [28] fbi,agents [25] s,death [24] dirt,powerful [24] epstein,suicide Top Word Pairs in Tweet in G6:
[292] jeffrey,epstein [129] epstein,s [87] jeffrey,epstein's [85] ag,barr [81] s,island [80] wasn,t [80] roger,stone [79] #epstein,s [76] epstein,kept [74] more,agents Top Word Pairs in Tweet in G7:
[307] jeffrey,epstein [217] epstein,s [145] bill,clinton [141] s,island [124] way,back [124] back,2015 [124] 2015,donald [124] donald,trump [124] trump,warned [124] warned,bill Top Word Pairs in Tweet in G8:
[150] maxwell,island [150] island,completely [150] completely,wired [150] wired,video [150] video,friend [150] friend,thought [150] thought,epstein [150] epstein,videotaping [150] videotaping,everyone [150] everyone,island Top Word Pairs in Tweet in G9:
[114] co,conspirators [97] jeffrey,epstein [85] never,getting [85] getting,out [80] detailed,diaries [77] now,epstein [76] president,trump's [76] trump's,first [76] first,2 [76] 2,5 Top Word Pairs in Tweet in G10:
[555] goldsh0es,unseatpac [479] unseatpac,shotgunzen [386] shotgunzen,pattyarquette [340] thedailybeast,nymag [322] pattyarquette,thedailybeast [190] tech,journalist [171] epstein,agent [154] trump,epstein [118] journalist,interviewed [118] interviewed,epstein Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: