coauth-DBLP

Overview

This is a temporal higher-order network dataset, which here means a sequence of timestamped hyperedges where each hyperedge is a set of nodes. In this dataset, nodes are authors, and a hyperedge is a publication recorded on DBLP. Timestamps are the year of publication. Some basic statistics of this dataset are:

number of nodes: 1,924,991

number of timestamped hyperedges: 3,700,067

number of unique hyperedges: 2,599,087

Changelog

v0.1: fixed year format with PR #32 https://github.com/xgi-org/xgi-data/pull/32

v0: initial version

Source of original data

https://www.cs.cornell.edu/~arb/data/coauth-DBLP/

References

If you use this data, please cite the following paper:

Simplicial closure and higher-order link prediction. Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, and Jon Kleinberg. Proceedings of the National Academy of Sciences (PNAS), 2018.