The graph represents a network of 19,034 Twitter users whose recent tweets contained "child sex trafficking", 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 Saturday, 22 August 2020 at 14:50 UTC.
The tweets in the network were tweeted over the 3-day, 14-hour, 37-minute period from Tuesday, 18 August 2020 at 22:58 UTC to Saturday, 22 August 2020 at 13:35 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 : 19034
Unique Edges : 25640
Edges With Duplicates : 2974
Total Edges : 28614
Number of Edge Types : 5
Replies to : 4230
Retweet : 14305
MentionsInRetweet : 5037
Mentions : 3510
Tweet : 1532
Self-Loops : 1631
Reciprocated Vertex Pair Ratio : 0.00420432220039293
Reciprocated Edge Ratio : 0.0083734397621004
Connected Components : 1609
Single-Vertex Connected Components : 757
Maximum Vertices in a Connected Component : 15072
Maximum Edges in a Connected Component : 24459
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.670805
Graph Density : 7.0546027022046E-05
Modularity : 0.829214
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 19,034 Twitter users whose recent tweets contained "child sex trafficking", 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 Saturday, 22 August 2020 at 14:50 UTC.
The tweets in the network were tweeted over the 3-day, 14-hour, 37-minute period from Tuesday, 18 August 2020 at 22:58 UTC to Saturday, 22 August 2020 at 13:35 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : child sex trafficking
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[16197] sex,trafficking [15958] child,sex [2079] joel,greenberg [1863] matt,gaetz [1636] sugar,daddy [1615] daddy,relationships [1582] indictment,against [1569] used,position [1569] information,people [1563] charges,child Top Word Pairs in Tweet in G1:
[1438] sex,trafficking [1427] child,sex [1310] joel,greenberg [1300] matt,gaetz [1234] sugar,daddy [1234] daddy,relationships [1232] indictment,against [1232] information,people [1231] federal,indictment [1231] greenberg,charges Top Word Pairs in Tweet in G2:
[1435] child,sex [1391] sex,trafficking [569] joel,greenberg [428] matt,gaetz [393] roger,stone [392] stone,matt [347] greenberg,indicted [317] gaetz,joel [295] indicted,child [293] greenberg,greenberg Top Word Pairs in Tweet in G3:
[1416] sex,trafficking [1414] child,sex [1357] clinton,foundation [1355] bother,anyone [1355] anyone,#libfucktardland [1355] #libfucktardland,clinton [1355] foundation,thee [1355] thee,hub [1355] hub,child [10] re,skipping Top Word Pairs in Tweet in G4:
[1055] sex,trafficking [1053] child,sex [978] campaign,chair [974] trafficking,nbcnews [970] oklahoma,campaign [969] chair,plead [960] trump's,oklahoma [956] guilty,child [953] plead,guilty [944] hires,best Top Word Pairs in Tweet in G5:
[879] sex,trafficking [758] child,sex [240] social,services [238] victims,child [238] care,social [238] services,went [238] went,missing [203] children,being [172] know,missingkids [172] missingkids,stated Top Word Pairs in Tweet in G6:
[878] child,sex [876] sex,trafficking [670] accused,rape [670] trafficking,ring [669] elephant,room [666] credibly,accused [664] rape,connected [664] left,media [664] media,bent [664] bent,over Top Word Pairs in Tweet in G7:
[1188] child,sex [1187] sex,trafficking [645] prison,child [640] years,prison [638] trump's,2016 [484] trafficking,child [481] child,porn [461] george,nader [458] campaign,adviser [458] adviser,george Top Word Pairs in Tweet in G8:
[689] sex,trafficking [620] child,sex [90] tax,collector [75] county,tax [62] trafficking,charge [58] faces,child [58] collector,faces [57] trafficking,ring [57] florida,county [47] ex,florida Top Word Pairs in Tweet in G9:
[757] sex,trafficking [736] child,sex [490] florida,county [490] county,tax [490] tax,collector [490] collector,faces [490] faces,child [490] trafficking,charge [489] ex,florida [45] human,trafficking Top Word Pairs in Tweet in G10:
[266] sex,trafficking [239] child,sex [19] child,trafficking [17] trafficking,ring [11] trafficking,child [11] bill,clinton [11] human,child [11] joebiden,dnc [10] campaign,chair [10] child,porn Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: