Datasets

• Social network datasets.

IMDB-B is a movie collaboration dataset of 1000 ego-networks where unlabeled nodes are actors/actresses and there is an edge between them if they have a cooperation in the same movie. Graph labels denotes whether the genre for each graph is Action or Romance. IMDB-M is multi-class version of IMDB-B with 1500 movie ego-networks derived from Comedy, Romance and Sci-Fi genres.

COLLAB [Leskovec et al., 2005] is a scientific collaboration dataset, where nodes represent scientists and edges represent collaboration relation between two scientists; each graph is labeled to a physics field that the researcher belongs to.