Node classification

111 datasets for node classification. Most are inferred from the data: a label field, the title, or the graph itself.

111 datasets — page 3 of 3.

Facebook Swarthmore42 Network (FB100) Analyzed

A Facebook (Swarthmore42, September 2005) dataset of 1,659 users and 61,050 friendship edges, collected by Traud, Mucha & Porter via Facebook network snapshots. Each record contains node attributes: gender (51% male, 49% female), graduation year, major (48 unique), dorm (17 unique), student/faculty status; undirected friendship edges. One of 100 university Facebook networks from Sept 2005, each with rich demographic node attributes enabling homophily and community structure analysis. Gender homophily: 0.0663, major homophily: 0.0403.. Suitable for community detection with node attributes, homophily analysis, demographic network structure, university social dynamics.

1.7K records1.7K nodes61K edges2012

Facebook Simmons81 Network (FB100) Analyzed

A Facebook (Simmons81, September 2005) dataset of 1,518 users and 32,988 friendship edges, collected by Traud, Mucha & Porter via Facebook network snapshots. Each record contains node attributes: gender (99% male, 1% female), graduation year, major (53 unique), dorm (10 unique), student/faculty status; undirected friendship edges. One of 100 university Facebook networks from Sept 2005, each with rich demographic node attributes enabling homophily and community structure analysis. Gender homophily: 0.0079, major homophily: 0.0617.. Suitable for community detection with node attributes, homophily analysis, demographic network structure, university social dynamics.

1.5K records1.5K nodes33K edges2012

Facebook Haverford76 Network (FB100) Analyzed

A Facebook (Haverford76, September 2005) dataset of 1,446 users and 59,589 friendship edges, collected by Traud, Mucha & Porter via Facebook network snapshots. Each record contains node attributes: gender (54% male, 46% female), graduation year, major (51 unique), dorm (15 unique), student/faculty status; undirected friendship edges. One of 100 university Facebook networks from Sept 2005, each with rich demographic node attributes enabling homophily and community structure analysis. Gender homophily: 0.0643, major homophily: 0.0372.. Suitable for community detection with node attributes, homophily analysis, demographic network structure, university social dynamics.

1.4K records1.4K nodes59.6K edges2012

Facebook Reed98 Network (FB100) Analyzed

A Facebook (Reed98, September 2005) dataset of 962 users and 18,812 friendship edges, collected by Traud, Mucha & Porter via Facebook network snapshots. Each record contains node attributes: gender (58% male, 42% female), graduation year, major (42 unique), dorm (28 unique), student/faculty status; undirected friendship edges. One of 100 university Facebook networks from Sept 2005, each with rich demographic node attributes enabling homophily and community structure analysis. Gender homophily: 0.0219, major homophily: 0.0418.. Suitable for community detection with node attributes, homophily analysis, demographic network structure, university social dynamics.

962 records962 nodes18.8K edges2012

Terrorist Relations Network (GCN Benchmark) Analyzed

A Terrorist Relations dataset of 881 nodes, 8,592 edges, 4 classes, collected by Yang et al. (ICML 2016). Each record contains node features, citation edges, class labels. Terrorist Relations network with bag-of-words features. Suitable for node classification, semi-supervised learning, graph neural networks.

881 records881 nodes8.6K edges2006

Facebook Caltech36 Network (FB100) Analyzed

A Facebook (Caltech36, September 2005) dataset of 769 users and 16,656 friendship edges, collected by Traud, Mucha & Porter via Facebook network snapshots. Each record contains node attributes: gender (32% male, 68% female), graduation year, major (30 unique), dorm (8 unique), student/faculty status; undirected friendship edges. One of 100 university Facebook networks from Sept 2005, each with rich demographic node attributes enabling homophily and community structure analysis. Gender homophily: 0.0539, major homophily: 0.0349.. Suitable for community detection with node attributes, homophily analysis, demographic network structure, university social dynamics.

769 records769 nodes16.7K edges2012

Terrorist Attacks Network (GCN Benchmark) Analyzed

A Terrorist Attacks dataset of 645 nodes, 3,172 edges, 6 classes, collected by Yang et al. (ICML 2016). Each record contains node features, citation edges, class labels. Terrorist Attacks network with bag-of-words features. Suitable for node classification, semi-supervised learning, graph neural networks.

645 records645 nodes3.2K edges2006

WebKB Wisconsin WebKB (GCN Benchmark) Analyzed

A WebKB wisconsin dataset of 265 web pages, 479 hyperlinks, collected by Yang et al. (ICML 2016). Each record contains web page features, hyperlink edges, class labels. WebKB wisconsin university web page classification dataset. Suitable for node classification, web page categorization, graph neural networks.

265 records265 nodes479 edges2000

WebKB Washington WebKB (GCN Benchmark) Analyzed

A WebKB washington dataset of 230 web pages, 417 hyperlinks, collected by Yang et al. (ICML 2016). Each record contains web page features, hyperlink edges, class labels. WebKB washington university web page classification dataset. Suitable for node classification, web page categorization, graph neural networks.

230 records230 nodes417 edges2000

WebKB Cornell WebKB (GCN Benchmark) Analyzed

A WebKB cornell dataset of 195 web pages, 286 hyperlinks, collected by Yang et al. (ICML 2016). Each record contains web page features, hyperlink edges, class labels. WebKB cornell university web page classification dataset. Suitable for node classification, web page categorization, graph neural networks.

195 records195 nodes286 edges2000

WebKB Texas WebKB (GCN Benchmark) Analyzed

A WebKB texas dataset of 187 web pages, 298 hyperlinks, collected by Yang et al. (ICML 2016). Each record contains web page features, hyperlink edges, class labels. WebKB texas university web page classification dataset. Suitable for node classification, web page categorization, graph neural networks.

187 records187 nodes298 edges2000