dating (Recommendation Networks)
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This network dataset is in the category of Recommendation Networks
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Metadata
| Category | Sparse Networks |
| Collection | Recommendation Networks |
| Tags | |
| Short | Users-rate-users |
| Vertex type | User, user |
| Edge type | Rate |
| Format | Bipartite |
| Edge weights | Weighted |
| Description | Third column represents the ratings (edge weights). Max rating is 10. |
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}
}
@article{brozovsky2007recommender,
title={Recommender system for online dating service},
author={Brozovsky, Lukas and Petricek, Vaclav},
journal={arXiv preprint cs/0703042},
year={2007}
}
Network Data Statistics
| Nodes | 168.8K |
| Edges | 17.4M |
| Density | 0.00121861 |
| Maximum degree | 33.4K |
| Minimum degree | 1 |
| Average degree | 205 |
| Assortativity | -0.134248 |
| Number of triangles | 286M |
| Average number of triangles | 1.7K |
| Maximum number of triangles | 1.6M |
| Average clustering coefficient | 0.0344804 |
| Fraction of closed triangles | 0.0101144 |
| Maximum k-core | 261 |
| Lower bound of Maximum Clique | 12 |
Network Data Preview
Interactive visualization of rec-dating's graph structure
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Interactive Visualization of Node-level Properties and Statistics
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