WebKB (Cornell / Texas / Wisconsin)
Task: University web-page classification
Size band: small · Label type: semantic
Label column: page_class · Converter: converters/convert_geomgcn.py
Three tiny university web-page networks with 5 page classes and 1,703 binary word features. Strongly heterophilous — classic stress tests where neighbor labels mislead.
Converted graphs (neext/)
| graph | nodes | edges | classes | feature cols | isolated | class counts |
|---|---|---|---|---|---|---|
| cornell | 183 | 277 | 5 | 1703 | 0 | 3: 82, 0: 38, 2: 30, 4: 17, 1: 16 |
| texas | 183 | 279 | 5 | 1703 | 0 | 3: 101, 0: 33, 4: 30, 2: 18, 1: 1 |
| wisconsin | 251 | 450 | 5 | 1703 | 0 | 2: 118, 1: 70, 3: 32, 4: 21, 0: 10 |
Conversion notes: geom-gcn out1 files; 5 page classes (course/faculty/student/project/staff as ints); 1703 binary bag-of-words f_* columns; directed web links symmetrized.
Source
- cornell_out1_graph_edges.txt — 1,989 bytes, sha256
12dc60defc4f8a1f…, fetched 2026-07-23 - cornell_out1_node_feature_label.txt — 624,308 bytes, sha256
38561ad44e29199a…, fetched 2026-07-23 - texas_out1_graph_edges.txt — 2,172 bytes, sha256
0fe85183243a78cb…, fetched 2026-07-23 - texas_out1_node_feature_label.txt — 624,308 bytes, sha256
cf5a3ca346cdd121…, fetched 2026-07-23 - wisconsin_out1_graph_edges.txt — 3,606 bytes, sha256
ebd213511c88fce1…, fetched 2026-07-23 - wisconsin_out1_node_feature_label.txt — 856,324 bytes, sha256
a32b0aa38d42f0d3…, fetched 2026-07-23
License: Not stated (geom-gcn repo)
Citation: Pei, Wei, Chang, Lei, Yang. Geom-GCN: Geometric Graph Convolutional Networks. ICLR 2020 (data packaging).
Caveats
- Very small graphs (183-251 nodes); high result variance — use many splits.
Generated by converters/make_cards.py; stats from metadata.json. Raw files: source/. NEExT tables: neext/.