github (Recommendation Networks)
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This network dataset is in the category of Recommendation Networks
Visualize rec-github's link structure and discover valuable insights using the interactive network data visualization and analytics platform. Compare with hundreds of other network data sets across many different categories and domains.
Metadata
| Category | Sparse Networks |
| Tags | |
| Short | Github user-project authorship network |
| Vertex type | User, project |
| Edge type | Membership |
| Format | Bipartite |
| Edge weights | Unweighted |
| Description | Membership network of the GitHub software development site. The network is bipartite with user and project node types. Edges denote that a user is a member of a project. |
Please cite the following if you use the data:
Note that if you transform/preprocess the data, please consider sharing the data by uploading it along with the details on the transformation and reference to any published materials using it.
@inproceedings{nr,
title={The Network Data Repository with Interactive Graph Analytics and Visualization},
author={Ryan A. Rossi and Nesreen K. Ahmed},
booktitle={AAAI},
url={https://networkrepository.com},
year={2015}
}
@misc{chaconGithubAuthorship,
author = {Scott Chacon},
title = {The 2009 GitHub Contest},
month = {July},
year = {2009}
}
Network Data Statistics
| Nodes | 121.7K |
| Edges | 440.2K |
| Density | 5.94326e-05 |
| Maximum degree | 3.7K |
| Minimum degree | 1 |
| Average degree | 7 |
| Assortativity | -0.0335303 |
| Number of triangles | 986.2K |
| Average number of triangles | 8 |
| Maximum number of triangles | 21.8K |
| Average clustering coefficient | 0.00618751 |
| Fraction of closed triangles | 0.0157259 |
| Maximum k-core | 48 |
| Lower bound of Maximum Clique | 8 |
Network Data Preview
Interactive visualization of rec-github's graph structure
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Interactive Visualization of Node-level Properties and Statistics
Tools for Interactive Exploration of Node-level Statistics
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- Each point represents a node (vertex) in the graph.
- A subset of interesting nodes may be selected and their properties may be visualized across all node-level statistics. To select a subset of nodes, hold down the left mouse button while dragging the mouse in any direction until the nodes of interest are highlighted.This feature allows users to explore and analyze various subsets of nodes and their important interesting statistics and properties to gain insights into the graph data
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