The graph represents a network of 16,117 Twitter users whose recent tweets contained "Epstein (Trump OR Clinton) until:2019-08-12", 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 13:59 UTC.
The tweets in the network were tweeted over the 1-hour, 3-minute period from Sunday, 11 August 2019 at 22:56 UTC to Sunday, 11 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 : 16117
Unique Edges : 24258
Edges With Duplicates : 3150
Total Edges : 27408
Number of Edge Types : 4
Retweet : 15912
Replies to : 2690
Mentions : 7032
Tweet : 1774
Self-Loops : 1858
Reciprocated Vertex Pair Ratio : 0.00282462407576639
Reciprocated Edge Ratio : 0.0056333360947726
Connected Components : 975
Single-Vertex Connected Components : 513
Maximum Vertices in a Connected Component : 14063
Maximum Edges in a Connected Component : 25125
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.984837
Graph Density : 9.29462304170547E-05
Modularity : 0.722241
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5539] jeffrey,epstein [2475] blamed,clintons [2280] epstein,death [2032] donald,trump [1949] bill,clinton [1809] hillary,clinton [1307] clintons,trump [1261] involved,epstein [1256] trump,involved [1237] conspiracy,theory Top Word Pairs in Tweet in G1:
[993] jeffrey,epstein [626] bill,clinton [534] clinton,associates [515] committed,suicide [511] before,testimony [506] complete,list [502] including,jeffrey [500] died,mysteriously [497] testimony,including [494] mysteriously,committed Top Word Pairs in Tweet in G2:
[1829] blamed,clintons [1083] epstein,death [911] trump,involved [911] involved,epstein [909] trump,led [909] led,birther [909] birther,movement [909] movement,blamed [909] clintons,trump [909] trump,colluded Top Word Pairs in Tweet in G3:
[290] clinton,murder [281] think,trump [280] richard,nixon [280] nixon,accused [280] accused,lbj [280] lbj,kennedy [280] kennedy,assassination [280] assassination,biggest [280] biggest,story [280] story,earth Top Word Pairs in Tweet in G4:
[448] trumpers,believe [330] bill,barr [250] federal,prison [239] epstein,murdered [235] trump,bill [227] powerful,enough [225] clintons,powerful [225] enough,epstein [225] murdered,federal [225] prison,controlled Top Word Pairs in Tweet in G5:
[658] jeffrey,epstein [625] hillary,clinton [618] clinton,nothing [616] fbi,now [616] now,investigating [616] investigating,suicide [616] suicide,jeffrey [616] epstein,same [616] same,fbi [616] fbi,investigated Top Word Pairs in Tweet in G6:
[949] found,abused [949] abused,girls [949] girls,epstein [949] epstein,base [949] base,reject [476] clinton,found [475] trump,shown [474] clinton,trump [474] trump,implicated [474] implicated,epstein Top Word Pairs in Tweet in G7:
[585] donald,trump [565] jeffrey,epstein [406] william,barr [369] epstein,dead [356] dead,george [356] george,nader [356] nader,jail [356] jail,roger [356] roger,stone [356] stone,indicted Top Word Pairs in Tweet in G8:
[291] trump,epstein [272] evidence,now [244] epstein,killed [239] accused,clintons [238] believe,trump [238] killed,until [238] until,accused [238] clintons,absolutely [238] absolutely,evidence [238] now,think Top Word Pairs in Tweet in G9:
[113] conspiracy,theory [97] jeffrey,epstein [48] epstein,conspiracy [42] epstein,death [42] epstein's,death [39] bill,clinton [30] donald,trump [28] trump,retweeting [23] conspiracy,theories [21] trump,retweets Top Word Pairs in Tweet in G10:
[286] hillary,clinton [183] jeffrey,epstein [173] epstein,death [115] clinton,sold [115] sold,out [115] out,america [115] america,state [115] state,department [115] department,office [115] office,deleted 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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