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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["python_dependency"]
Python's package dependency networks. Nodes in the network are Python's packages registered to PyPI and edges are dependencies among packages.1
Name | Nodes | Edges | $\left<k\right>$ | $\sigma_k$ | $\lambda_h$ | $\tau$ | $r$ | $c$ | $\oslash$ | $S$ | Kind | Mode | NPs | EPs | gt | GraphML | GML | csv |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
python_dependency | 58,743 | 108,399 | 1.85 | 151.32 | 61.27 | 136.90 | -0.21 | 0.00 | 12 | 0.99 | Directed | Unipartite | name | c0 c1 | 1.7 MiB | 2.4 MiB | 2.3 MiB | 2.0 MiB |