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You may also take a look at the source code.
The networks in this dataset can be loaded directly from graph-tool with:
import graph_tool.all as gt
g = gt.collection.ns["lastfm/band"]
(and likewise for the other networks available.)

lastfm — last.fm listening habits (2007)

Description

Two bipartite networks from the music website last.fm, giving the user-song and user-band interactions. Nodes are users and songs/bands, and an edge (i,j) denotes that a user i listens to the song/band j.1


  1. Description obtained from the ICON project. 

Tags
Social Online Unweighted
Citation
Upstream URL [Errno 113] No route to host
http://konect.cc/networks/lastfm_band
Networks
Tip: click on the table header to sort the list. Hover your mouse over it 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
band 175,069 19,150,868 218.78 2524.08 359.89 12.99 -0.27 0.00 6 1.00 Undirected Bipartite weight time 76.7 MiB 108.0 MiB 106.0 MiB 95.3 MiB
song 1,085,612 19,150,868 35.28 915.72 589.26 11.34 -0.44 0.00 6 1.00 Undirected Bipartite weight time 101.8 MiB 146.0 MiB 144.4 MiB 135.4 MiB
Ridiculograms
band drawing
band
song drawing
song