name string | domain string | description string | num_tables int64 | num_rows int64 | num_tasks int64 | tasks_link_prediction int64 | tasks_multilabel_classification int64 | size_gb float64 | val_timestamp string | test_timestamp string | license string | source_url string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
tgbl-coin | Cryptocurrency transactions | TGB `tgbl-coin`: a cryptocurrency transaction network where nodes are addresses and edges are token transfers over time. Dynamic link-property prediction from the Temporal Graph Benchmark. | 2 | 23,447,972 | 1 | 1 | 0 | 2.1172 | 2022-09-02 05:24:09+00:00 | 2022-09-29 20:11:59+00:00 | CC BY-NC | https://tgb.complexdatalab.com/ |
tgbl-comment | Social (Reddit replies) | TGB `tgbl-comment`: a directed Reddit reply network where users reply to one another's comments over 2.6 years. Dynamic link-property prediction from the Temporal Graph Benchmark. | 2 | 45,309,297 | 1 | 1 | 0 | 4.3906 | 2010-08-27 00:34:45+00:00 | 2010-11-04 02:45:25+00:00 | CC BY-NC | https://tgb.complexdatalab.com/ |
tgbl-flight | Air transport network | TGB `tgbl-flight`: a global air-traffic network where airports are connected by flights over time (2019-2022). Dynamic link-property prediction from the Temporal Graph Benchmark. | 2 | 67,187,713 | 1 | 1 | 0 | 3.0877 | 2021-11-29 05:00:00+00:00 | 2022-05-29 04:00:00+00:00 | OpenSky license: non-commercial research and education | https://zenodo.org/record/7323875 |
tgbl-review | E-commerce reviews | TGB `tgbl-review`: an Amazon product-review network (2008-2018) where users review products in the electronics category; a bipartite, weighted, dynamic link-property-prediction dataset from the Temporal Graph Benchmark. | 2 | 5,226,177 | 1 | 1 | 0 | 1.363 | 2016-06-03 00:00:00+00:00 | 2017-03-07 00:00:00+00:00 | Amazon Customer Reviews Library license: academic research only, no commercial use | https://s3.amazonaws.com/amazon-reviews-pds/license.txt |
tgbl-review-v2 | E-commerce reviews | TGB `tgbl-review-v2`: revised version of `tgbl-review`, an Amazon electronics user-product review network. Dynamic link-property prediction from the Temporal Graph Benchmark. | 2 | 5,226,177 | 1 | 1 | 0 | 1.363 | 2016-06-03 00:00:00+00:00 | 2017-03-07 00:00:00+00:00 | Amazon Customer Reviews Library license: academic research only, no commercial use | https://s3.amazonaws.com/amazon-reviews-pds/license.txt |
tgbl-wiki | Wikipedia edits | TGB `tgbl-wiki`: a bipartite interaction network of edits between Wikipedia editors and pages over one month. A dynamic link-property-prediction dataset from the Temporal Graph Benchmark. | 3 | 166,701 | 1 | 1 | 0 | 0.3863 | 1970-01-22 13:24:13+00:00 | 1970-01-26 16:11:40+00:00 | MIT | https://tgb.complexdatalab.com/ |
tgbl-wiki-v2 | Wikipedia edits | TGB `tgbl-wiki-v2`: revised version of `tgbl-wiki`, a bipartite editor-page edit interaction network from Wikipedia. Dynamic link-property prediction from the Temporal Graph Benchmark. | 3 | 166,701 | 1 | 1 | 0 | 0.3863 | 1970-01-22 13:24:13+00:00 | 1970-01-26 16:11:40+00:00 | MIT | https://tgb.complexdatalab.com/ |
tgbn-trade | International trade | TGB `tgbn-trade`: an international agriculture-trade network (1986-2016) where nodes are nations and yearly edges are trade volumes; a dynamic node-property-prediction (node affinity) dataset from the Temporal Graph Benchmark. | 5 | 934,072 | 1 | 0 | 1 | 0.0097 | 2010-01-01 00:00:00+00:00 | 2014-01-01 00:00:00+00:00 | MIT | https://tgb.complexdatalab.com/ |
thgl-forum | Online forum interactions | TGB `thgl-forum`: a temporal heterogeneous Reddit forum network with users and subreddits as distinct node types and multiple interaction edge types. Heterogeneous dynamic link prediction from the Temporal Graph Benchmark. | 4 | 23,910,523 | 2 | 2 | 0 | 6.7498 | 2014-01-22 21:36:03+00:00 | 2014-01-27 15:59:18+00:00 | CC BY-NC 2.0 | https://tgb.complexdatalab.com/ |
thgl-github | GitHub interactions | TGB `thgl-github`: a large temporal heterogeneous GitHub interaction network with multiple node and edge types. Heterogeneous dynamic link prediction from the Temporal Graph Benchmark. | 18 | 23,356,342 | 14 | 14 | 0 | 1.9665 | 2024-03-22 02:53:07+00:00 | 2024-03-26 19:54:34+00:00 | CC BY 4.0 | https://tgb.complexdatalab.com/ |
thgl-myket | App store (Myket) | TGB `thgl-myket`: a temporal heterogeneous network of user-app interactions from the Myket Android app market, with multiple node and edge types. Heterogeneous dynamic link prediction from the Temporal Graph Benchmark. | 4 | 55,163,623 | 2 | 2 | 0 | 5.2129 | 2020-10-26 15:07:40+00:00 | 2020-11-25 21:55:12+00:00 | CC BY-NC 4.0 | https://tgb.complexdatalab.com/ |
thgl-software | Software interaction network | TGB `thgl-software`: a temporal heterogeneous GitHub interaction network around open-source software repositories, with multiple node and edge types. Heterogeneous dynamic link prediction from the Temporal Graph Benchmark. | 18 | 2,171,733 | 14 | 14 | 0 | 3.6875 | 2024-01-23 09:58:00+00:00 | 2024-01-27 00:34:29+00:00 | CC BY 4.0 | https://tgb.complexdatalab.com/ |
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