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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:(and likewise for the other networks available.)import graph_tool.all as gt g = gt.collection.ns["arxiv_collab/cond-mat-1999"]
Collaboration graphs for scientists, extracted from the Los Alamos e-Print arXiv (physics), for 1995-1999 for three categories, and additionally for 1995-2003 and 1995-2005 for one category. For copyright reasons, the MEDLINE (biomedical research) and NCSTRL (computer science) collaboration graphs from this paper are not publicly available.1
Name | Nodes | Edges | $\left<k\right>$ | $\sigma_k$ | $\lambda_h$ | $\tau$ | $r$ | $c$ | $\oslash$ | $S$ | Kind | Mode | NPs | EPs | gt | GraphML | GML | csv |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
cond-mat-1999 | 16,726 | 47,594 | 5.69 | 6.42 | 23.14 | 138.86 | 0.18 | 0.36 | 18 | 0.83 | Undirected | Unipartite | label | value | 456 KiB | 722 KiB | 709 KiB | 583 KiB |
cond-mat-2003 | 31,163 | 120,029 | 7.70 | 10.40 | 38.30 | 233.87 | 0.18 | 0.28 | 16 | 0.88 | Undirected | Unipartite | label | value | 906 KiB | 1.5 MiB | 1.5 MiB | 1.2 MiB |
cond-mat-2005 | 40,421 | 175,692 | 8.69 | 12.73 | 49.17 | 232.91 | 0.19 | 0.25 | 18 | 0.90 | Undirected | Unipartite | label | value | 1.2 MiB | 2.0 MiB | 2.0 MiB | 1.6 MiB |
astro-ph-1999 | 16,706 | 121,251 | 14.52 | 21.01 | 72.21 | 304.20 | 0.24 | 0.43 | 14 | 0.89 | Undirected | Unipartite | label | value | 559 KiB | 1.0 MiB | 1019 KiB | 852 KiB |
hep-th-1999 | 8,361 | 15,751 | 3.77 | 4.31 | 22.00 | 178.64 | 0.29 | 0.33 | 19 | 0.70 | Undirected | Unipartite | label | value | 225 KiB | 329 KiB | 319 KiB | 265 KiB |