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escorts — Brazilian prostitution network (2010)

Description

A bipartite network of sex buyers and escorts (sex sellers) in Brazil, compiled by L. E. C. Rocha, F. Liljeros and P. Holme from a Brazilian online community where sex buyers post reviews of their encounters with escorts. The data cover the forum's activity from its start in September 2002 to October 2008. Nodes are 10,106 buyers (all male) and 6,624 escorts (all female), and an undirected edge connects a buyer to an escort for each post in which the buyer reports a sexual encounter with her; repeated encounters result in parallel edges. Edges are timestamped by the date of the post.

The network has the following properties:

  • Nodes: is_male, whether the node is a buyer (male) or an escort (female).
  • Edges: time, the date of the post, in days since the beginning of the data; rating, the grade given by the buyer to the escort (-1: bad, 0: neutral, +1: good); anal, oral and kiss, answers reported in the post to the questions "anal sex with/without condom?", "oral sex with condom?" and "mouth kiss?", respectively (+1: yes, -1: no, 0: information not available).
Tags
Social Public Health Weighted Timestamps
Citation
  • L. Rocha, F. Liljeros, & P. Holme. "Simulated epidemics in an empirical spatiotemporal network of 50,185 sexual contacts." PLoS Comput Biol, 7(3). (2011). 10.1371/journal.pcbi.1001109 Sci-Hub
Upstream URL OK
https://doi.org/10.1371/journal.pcbi.1001109
Networks
Tip: hover over a column header for a description.
Column legend
$\left<k\right>$
Mean degree
$\sigma_k$
Standard deviation of the degrees
$\lambda_h$
Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$
Random walk mixing time
$r$
Degree assortativity
$c$
Global clustering coefficient
$\oslash$
(Pseudo-) diameter
$S$
Relative size of the largest component
NPs
Node properties
EPs
Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
escorts 16,730 50,632 6.05 16.80 27.66 149.53 -0.09 0.00 17 0.95 Undirected Bipartite male time rating anal oral kiss 450 KiB 745 KiB 715 KiB 572 KiB
Ridiculograms*
* These are automatically generated force-directed visualizations, and can be quite meaningless for networks both big and small. They should not be taken seriously as sources of scientific insight. See here for a discussion.