amazon (Recommendation Networks)
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This network dataset is in the category of Recommendation Networks
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Metadata
| Category | Sparse Networks |
| Tags | |
| Short | Product-copurchases |
| Vertex type | Product |
| Edge type | Co-purchase |
| Format | Undirected |
| Edge weights | Unweighted |
| Description | Network was collected by crawling Amazon website. It is based on Customers Who Bought This Item Also Bought feature of the Amazon website. If a product A is frequently co-purchased with product B and vice-versa (i.e., product B is co-purchased with product A), then graph contains an edge between A and B. |
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={http://networkrepository.com},
year={2015}
}
@article{leskovec2007dynamics,
title={The dynamics of viral marketing},
author={Leskovec, Jure and Adamic, Lada A and Huberman, Bernardo A},
journal={ACM Transactions on the Web (TWEB)},
volume={1},
number={1},
pages={5},
year={2007},
publisher={ACM}
}
Network Data Statistics
| Nodes | 91.8K |
| Edges | 125.7K |
| Density | 2.98247e-05 |
| Maximum degree | 5 |
| Minimum degree | 1 |
| Average degree | 2 |
| Assortativity | 0.191077 |
| Number of triangles | 103K |
| Average number of triangles | 1 |
| Maximum number of triangles | 9 |
| Average clustering coefficient | 0.268215 |
| Fraction of closed triangles | 0.348202 |
| Maximum k-core | 5 |
| Lower bound of Maximum Clique | 5 |
Network Data Preview
Interactive visualization of rec-amazon'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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Interactive Visualization of Node-level Feature Distributions
Node-level Feature Distributions
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