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The network in this dataset can be loaded directly from graph-tool with: 
import graph_tool.all as gt
g = gt.collection.ns["un_migrations"]

un_migrations — UN migration stock (2015)

Description

A network of migration between countries, collected by the United Nations. A directed edge gives the flow of migration, and an edge property gives the number of migrants, for each given year and sex. Estimates are presented for 1990, 1995, 2000, 2005, 2010 and 2015 and are available for all countries and areas of the world. The estimates are based on official statistics on the foreign-born or the foreign population.

Tags
Social Economic Travel Political Weighted Metadata
Citation
Upstream URL OK
https://www.un.org/en/development/desa/population/migration/data/estimates2/estimates15.asp
Networks
Tip: hover your mouse over a table header to obtain a legend.
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
un_migrations 232 11,228 48.40 77.17 99.93 1.32 -0.26 0.61 3 1.00 Directed Unipartite name code region sub_region migration_1990_total migration_1990_male migration_1990_female migration_1995_total migration_1995_male migration_1995_female migration_2000_total migration_2000_male migration_2000_female migration_2005_total migration_2005_male migration_2005_female migration_2010_total migration_2010_male migration_2010_female migration_2015_total migration_2015_male migration_2015_female 362 KiB 475 KiB 466 KiB 351 KiB
Ridiculograms
None drawing