| Name | Type | #nodes | #edges | #attributes | #labels | URL |
|---|---|---|---|---|---|---|
| – | – | – | – | – | – | [raw] |
| – | – | – | – | – | – | [raw] |
| – | – | – | – | – | – | [raw] |
| – | – | – | – | – | – | [raw] |
| Name | Type | #nodes | #edges | #attributes | #labels | URL |
|---|---|---|---|---|---|---|
| Cora | directed | 2,708 | 5,429 | 1,433 | 7 | [raw] |
| Citeseer | directed | 3,327 | 4,732 | 3,703 | 6 | [raw] |
| Pubmed | directed | 19,717 | 44,338 | 500 | 3 | [raw] |
| BlogCatalog | undirected | 5,196 | 343,486 | 8,189 | 6 | [raw] |
| PPI | undirected | 56,944 | 81,8716 | 50 | 121 | [raw] |
| Flickr | undirected | 7,575 | 47,9476 | 12,047 | 9 | [raw] |
| undirected | 232,965 | 11,606,919 | 602 | 41 | [raw] | |
| Ogbn-ArXiv | undirected | 169,343 | 1,157,799 | 128 | 40 | [raw] |
These datasets are also available in Pytorch-Geometric. Node attributes can be loaded as a sparse matrix using the following code
from scipy import sparse
features = sparse.load_npz("attrs.npz")
| Name | #nodes | #edges | #labels | Type | URL |
|---|---|---|---|---|---|
| com-Amazon | 334,863 | 925,872 | 151,037 | undirected | [raw] |
| com-DBLP | 317,080 | 1,049,866 | 13,477 | undirected | [raw] |
| com-Youtube | 1,134,890 | 2,987,624 | 8,385 | undirected | [raw] |
| com-LiveJournal | 3,997,962 | 34,681,189 | 287,512 | undirected | [raw] |
| com-Orkut | 3,072,441 | 117,185,083 | 6,288,363 | undirected | [raw] |
| com-Friendster | 65,608,366 | 1,806,067,135 | 957,154 | undirected | [raw] |
| com-Friendster-small | 7,944,949 | 447,219,610 | 100 | undirected | [raw] [raw] |
| Pokec | 1,632,803 | 30,622,564 | - | directed | [raw] |
| 41,652,230 | 1,468,365,182 | - | directed | [raw] | |
| LiveJournal | 4,847,571 | 68,475,391 | - | directed | [raw] |
| Name | Type | Collected by |
|---|---|---|
| SNAP | Graphs & Networks | Stanford |
| KONECT | Graphs & Networks | Jérôme Kunegis |
| Aminer Aminer | Academic Networks | AMiner |
| LAW | Graphs & Networks | UNIMI |
| Network Repository | Graphs & Networks | - |
| UCI Network Data Repository | Graphs & Networks | UCI Datalab |
| Open Academic Graph | Academic Networks | Microsoft |
| Open Graph Benchmark | Graphs & Networks | Stanford |
| UCI Machine Learning Repository | Multivariate/Text/Time-Series | UCI |
| Yelp Open Dataset | businesses/reviews/user data | Yelp |
| BioSNAP | Biomedical Networks | Stanford |
| BioGRID | Biomedical Networks | Toronto |
| TianChi | Graphs & Networks | Tianchi |