The graph represents a network of 16,929 Twitter users whose recent tweets contained "Epstein (Trump OR Clinton) until:2019-08-14", 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 16:52 UTC.
The tweets in the network were tweeted over the 3-hour, 34-minute period from Tuesday, 13 August 2019 at 20:25 UTC to Tuesday, 13 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 : 16929
Unique Edges : 23499
Edges With Duplicates : 5980
Total Edges : 29479
Number of Edge Types : 4
Mentions : 9522
Retweet : 14907
Replies to : 2857
Tweet : 2193
Self-Loops : 2279
Reciprocated Vertex Pair Ratio : 0.00500706124021055
Reciprocated Edge Ratio : 0.00996423096576392
Connected Components : 1385
Single-Vertex Connected Components : 846
Maximum Vertices in a Connected Component : 14480
Maximum Edges in a Connected Component : 26888
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.483736
Graph Density : 8.19473881855734E-05
Modularity : 0.712114
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5297] bill,clinton [4174] jeffrey,epstein [2051] 27,times [1966] epstein,death [1731] donald,trump [1667] epstein,island [1596] clinton,go [1439] conspiracy,theory [1399] find,out [1326] know,lot Top Word Pairs in Tweet in G1:
[854] bill,clinton [378] clinton,go [312] 27,times [292] jeffrey,epstein [273] epstein,death [238] find,out [235] know,lot [213] orgy,island [188] times,times [185] plane,27 Top Word Pairs in Tweet in G2:
[328] epstein,death [232] trump,same [232] same,thing [231] barr,response [231] response,epstein [231] death,appalled [231] appalled,displays [231] displays,lack [231] lack,leadership [231] leadership,trump Top Word Pairs in Tweet in G3:
[210] jeffrey,epstein [156] conspiracy,theory [129] bill,clinton [87] donald,trump [87] epstein's,death [83] trump,defends [70] epstein,death [70] epstein,conspiracy [50] clinton,epstein [42] baseless,conspiracy Top Word Pairs in Tweet in G4:
[728] jeffrey,epstein [715] epstein,island [715] workers,island [714] clinton,spokesman [714] spokesman,issued [714] issued,statement [714] statement,saying [714] saying,bill [714] bill,never [714] never,visited Top Word Pairs in Tweet in G5:
[333] goldsh0es,unseatpac [284] unseatpac,shotgunzen [226] shotgunzen,pattyarquette [212] thedailybeast,nymag [211] trump,epstein [200] pattyarquette,thedailybeast [150] nymag,lbroylesy [147] lbroylesy,2cannan1 [146] jeffrey,epstein [146] mar,lago Top Word Pairs in Tweet in G6:
[563] bill,clinton [502] 27,times [490] plane,times [489] epstein,plane [487] serious,question [486] times,trump [485] question,bill [485] clinton,fly [485] fly,epstein [485] times,spokesman Top Word Pairs in Tweet in G7:
[475] bill,clinton [391] involved,epstein [390] 27,times [386] find,out [385] clinton,go [385] know,lot [384] out,re [383] epstein,death [383] plane,27 [383] island,find Top Word Pairs in Tweet in G8:
[165] jeffrey,epstein [162] bill,clinton [114] epstein,island [82] donald,trump [78] president,trump [72] trips,jeffrey [70] way,back [70] back,2015 [70] 2015,donald [70] trump,warned Top Word Pairs in Tweet in G9:
[289] epstein,death [203] trump,aides [202] aides,see [202] see,incompetence [202] incompetence,conspiracy [202] conspiracy,epstein [187] breaking,trump [70] conspiracy,theory [55] death,trump [55] trump,recent Top Word Pairs in Tweet in G10:
[172] jeffrey,epstein [126] conspiracy,theory [107] death,jeffrey [106] president,united [106] united,states [105] fbi,agents [104] baseless,conspiracy [103] agents,horrified [103] horrified,trump [103] trump,promoted 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: