Dataset Open Access

The "Last.fm" data set used in the article "Cumulative effects of triadic closure and homophily in social networks"

Mikko Kivelä

This is the "Last.fm" network used in the article:

A. Asikainen, G. Iñiguez,  J. Ureña-Carrión,  K. Kaski, M. Kivelä. Cumulative effects of triadic closure and homophily in social networks. Science Advances (in press)

https://doi.org/10.1126/sciadv.aax7310

The data set is described in the article. Please cite the original article when using this data set.

The original data in which this network is based on was donwloaded from audioscrobbler.net where it was licensed under the "Creative Commons Attribution-NonCommercial-ShareAlike 2.0 UK: England & Wales" licese, and accordinly this data set uses the same license.

The data contains two files:

lastfm.edg
This is the network formatted as an edge list, where each row in the file is an edge connecting the two nodes indicated by the two numbers separated by a whitespace. Each node number corresponds to a single account in the website.

lastfm_genders.txt
This is the list of genders of the nodes. Each row corresponds to one node. The first number is the node id (matching the one in the edge list) and the second number indicates the gender such that 0=male and 1=female.

Files (8.0 MB)
Name Size
lastfm.edg
md5:3353c7e4338135211fdd2ad653c04cfc
6.4 MB Download
lastfm_genders.txt
md5:0cdb6fb603c4668ccb4c99d9ffabc0d0
1.6 MB Download
LICENSE
md5:8f813e56d12761a30b22f3c0bc926db7
276 Bytes Download
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