ggfm.datasets.MAG¶

class ggfm.datasets.MAG(root: str | None = None, transform: Callable | None = None, pre_transform: Callable | None = None, force_reload: bool = False)[source]¶

Bases: object

The Microsoft Academic Graph (MAG) is a comprehensive dataset that encompasses a vast collection of academic publications, authors, conferences, journals, and citation relationships. It serves as a valuable resource for research in bibliometrics, citation analysis, and academic network analysis.

The dataset is sourced from https://ogb.stanford.edu/docs/lsc/mag240m/, which provides the MAG240M version, containing over 240 million citation links and other related information from academic papers across various domains.