H2GB.datasets
Heterophilic and Heterogeneous Datasets
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A variety of new heterogeneous graph benchmark datasets composed of subsets of Open Academic Graph (OAG) from "OAG: Toward Linking Large-scale Heterogeneous Entity Graphs" paper. |
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The risk commodity detection dataset (RCDD) from the "Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks" paper. |
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IEEE-CIS-G is a heterogeneous financial network extracted from a tabular transaction dataset from IEEE-CIS Fraud Detection Kaggle Competition. |
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H-Pokec is a heterogeneous friendship graph of a Slovalk online social network, collected from SNAP at Stanford University. |
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PDNS is a heterogeneous cybersecurity graph of passive DNS data from the "PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning" paper. |
Datasets by Domains
Academia
The |
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A variety of new heterogeneous graph benchmark datasets composed of subsets of Open Academic Graph (OAG) from "OAG: Toward Linking Large-scale Heterogeneous Entity Graphs" paper. |
Finace
IEEE-CIS-G is a heterogeneous financial network extracted from a tabular transaction dataset from IEEE-CIS Fraud Detection Kaggle Competition. |
E-commerce
The risk commodity detection dataset (RCDD) from the "Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks" paper. |
Cybersecurity
PDNS is a heterogeneous cybersecurity graph of passive DNS data from the "PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning" paper. |
Social Science
PokecDataset
H-Pokec is a heterogeneous friendship graph of a Slovalk online social network, collected from SNAP at Stanford University.