FlickrLastFM

class FlickrLastFM(root: str | Path, download: bool | None = False, train_ratio: float | None = 0.2, dtype: dtype = torch.float32, seed: int | None = 0)[source]

Bases: Dataset

A pair of social networks from Flickr and LastFM. Nodes in both networks represent users, and edges represent friend / following relationships in Flickr and LastFM, respectively. The gender of a user is treated as the node attributes (male, female, unknown), and the level of people a user is connected to is treated as the edge attributes (e.g., leader with leader). There are 452 common users across two networks.

STATS:

Graph

#nodes

#edges

#node attrs

#edge attrs

Flickr

12,974

16,149

3

3

LastFM

15,436

16,319

3

3