movielens (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-movies |
| Vertex type | User, movies |
| Edge type | Rating |
| Format | Bipartite |
| Edge weights | Weighted |
| Description | Third column represents the ratings (edge weight). |
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{movielens-grouplens,
author = {GroupLens Research},
title = {MovieLens Data Sets},
month = {October},
year = {2006}
}
Network Data Statistics
| Nodes | 70.2K |
| Edges | 10M |
| Density | 0.00406365 |
| Maximum degree | 35.3K |
| Minimum degree | 1 |
| Average degree | 285 |
| Assortativity | -0.321359 |
| Number of triangles | 983.2M |
| Average number of triangles | 14K |
| Maximum number of triangles | 4.9M |
| Average clustering coefficient | 0.262123 |
| Fraction of closed triangles | 0.023765 |
| Maximum k-core | 533 |
| Lower bound of Maximum Clique | 25 |
Network Data Preview
Interactive visualization of rec-movielens'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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