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Sexual escorts

About this network

This is the bipartite network of sex buyers and their escorts. Nodes are buyers and escorts. An edge denotes sexual intercourse between a male sex-buyer and a female escort. Edges are weighted with the rating of the escort given by the buyer. Three ratings are possible: bad (−1), neutral (0), good (+1).

Network info

CodeSX
Category Rating
Data source http://www.ploscompbiol.org/article/info%3Adoi%2F10.1371%2Fjournal.pcbi.1001109#s2
Vertex type Buyer, escort
Edge type Rating
FormatBipartite: Edges connect two types of nodes Bipartite
Edge weightsMultiple ratings: Multiple weighted edges are allowed Multiple ratings
Metadata Timestamps:  Edges are annotated with a timestamps Timestamps
Size26,836 = 16,730 + 10,106 vertices (buyers + escorts)
Volume50,632 edges (ratings)
Unique volume35,051 edges (ratings)
Average degree (overall)6.0528 edges / vertex
Average buyer degree5.0101 edges / vertex
Average escort degree7.6437 edges / vertex
Fill0.00052360 edges / vertex2
Maximum degree615 edges
Negativity12.2%
Wedge count1,055,915
Claw count32,662,407
Square count179,910
4-tour count5,157,078
Power law exponent (estimated) with dmin2.8810 (dmin = 22)
Gini coefficient59.6%
Relative edge distribution entropy91.1%
Assortativity–0.036337
Diameter17 edges
90-percentile effective diameter7.20 edges
Mean shortest path length5.79 edges
Spectral norm71.473
Algebraic connectivity0.066159
Preferential attachment exponent0.79420 (ε = 2.8384)
Temporal distribution of the Sexual escorts network
Temporal distribution
Edge weight distribution of the Sexual escorts network
Edge weight distribution
Edge multiplicity distribution of the Sexual escorts network
Edge multiplicity distribution
Cumulative edge multiplicity distribution of the Sexual escorts network
Cumulative edge multiplicity distribution
Buyer degree distribution of the Sexual escorts network
Buyer degree distribution
Escort degree distribution of the Sexual escorts network
Escort degree distribution
Buyer degree distribution of the Sexual escorts network
Buyer degree distribution
Escort degree distribution of the Sexual escorts network
Escort degree distribution
Left degree distribution of the Sexual escorts network
Left degree distribution
Right degree distribution of the Sexual escorts network
Right degree distribution
Degree distribution of the Sexual escorts network
Degree distribution
Buyer degree distribution of the Sexual escorts network
Buyer degree distribution
Escort degree distribution of the Sexual escorts network
Escort degree distribution
Distance distribution of the Sexual escorts network
Distance distribution
Distance distribution on a logistic scale of the Sexual escorts network
Distance distribution on a logistic scale
Temporal distance distribution of the Sexual escorts network
Temporal distance distribution
Top-k eigenvalues of L of the Sexual escorts network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Sexual escorts network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Sexual escorts network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Sexual escorts network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Sexual escorts network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Sexual escorts network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Sexual escorts network
Cumulative spectral distribution of L

Downloads

TSV file:downloadescorts.tar.bz2 (242.10 KiB)
Extraction code:downloadescorts.tar.bz2 (14.38 KiB)

References

[1] Sexual escorts network dataset -- KONECT, October 2016. [ http ]
[2] Luis E. C. Rocha, Fredrik Liljeros, and Petter Holme. Information dynamics shape the sexual networks of Internet-mediated prostitution. Proc. of the National Academy of Sciences, 107(13):5706--5711, 2010.

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