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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["arxiv_authors/AstroPh"]
(and likewise for the other networks available.)

arxiv_authors — Arxiv authors (1993-2003)

Description

Scientific collaborations between authors of papers submitted to arxiv.org, under 5 categories: gr-qc, astro-ph, cond-mat, hep-ph, and hep-th categories, spanning January 1993 to April 2003. If an author i co-authored a paper with author j, the graph contains a undirected edge from i to j. If the paper is co-authored by k authors this generates a completely connected (sub)graph on k nodes.1


  1. Description obtained from the ICON project. 

Tags
Social Collaboration Unweighted Projection
Citation
Upstream URL OK
http://snap.stanford.edu/data/ca-GrQc.html
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
AstroPh 133,280 396,160 5.94 27.24 92.56 158.60 0.21 0.32 14 0.13 Undirected Unipartite 2.5 MiB 4.2 MiB 4.2 MiB 3.9 MiB
CondMat 108,300 186,936 3.45 11.85 35.92 138.65 0.14 0.26 15 0.20 Undirected Unipartite 1.9 MiB 2.9 MiB 3.0 MiB 2.7 MiB
GrQc 26,197 28,980 2.21 8.35 44.44 535.05 0.66 0.61 17 0.16 Undirected Unipartite 439 KiB 650 KiB 654 KiB 587 KiB
HepPh 89,209 237,010 5.31 36.78 243.76 561.77 0.63 0.66 13 0.13 Undirected Unipartite 1.5 MiB 2.6 MiB 2.6 MiB 2.5 MiB
HepTh 68,746 51,971 1.51 5.97 30.01 319.87 0.27 0.27 18 0.13 Undirected Unipartite 1.1 MiB 1.6 MiB 1.6 MiB 1.4 MiB
Ridiculograms
AstroPh drawing
AstroPh
CondMat drawing
CondMat
GrQc drawing
GrQc
HepPh drawing
HepPh
HepTh drawing
HepTh