Dataset
MAG-10
Network Type
Overview
The MAG-10 network is a subset of the Microsoft Academic Graph where nodes are authors, hyperedges correspond to a publication from those authors, and the hyperedges are categorized by one of 10 computer science conferences. If the same set of authors published at more than one conference, we used the most common venue as the category and any cases where there is a tie were discarded. Papers with more than 25 authors were omitted.
Important
Node 40706 has an erroneous label assignment in the source dataset. We assigned it to the first category.
Attributes
conference : string: The conference where the corresponding paper was published.
Statistics
Nodes
Nodes
80,198
Node Type
Paper Author
Node Degree
Min1
Q11
Median1
Q32
Max187
Hyperedges
Hyperedges
51,889
Hyperedge Type
Author Collaboration
Hyperedge Label
Publication Venue
Hyperedge Degree
Min2
Q12
Median3
Q34
Max25
Hyperedge Label Distribution
10 unique labels · imbalance degree: 5.22