DBLP Collaboration Network
A DBLP (co-authorship network) dataset of 317,080 nodes and 1,049,866 edges, collected by Yang & Leskovec from DBLP bibliography (2012). Each record contains author-author co-authorship edges and publication-venue communities. The dataset is notable for its academic collaboration network with ground-truth communities from publication venues. Intended for research into community detection, network evolution, and scientific collaboration analysis.
Cite this dataset at
com-dblp.echo.directory
Analytics
The full graph has 317,080 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.
Computed over the full corpus.
Record
- Catalog key
com-dblp- Authors
- Yang, J.; Leskovec, J.
- Year
- 2012
- Source paper
- Defining and Evaluating Network Communities based on Ground-truth
- DOI / arXiv
- 10.1109/ICDM.2012.138
- License
- SNAP (Stanford Network Analysis Project) — Academic use (LicenseRef-Research-Only)
- Records
- 317,080
- Nodes
- 317,080
- Edges
- 1,049,866
- Nodes are
- author
- Edges are
- co-authorship
- Attributes
- nodes have no attributes; edges have no attributes
- Languages
- en
- Collected
- 2012 (2010s)
- Tasks
- From the graph: link prediction, community detection
Provenance
- Originally published at
- https://snap.stanford.edu/data/com-DBLP.html link checked
- Hosted copy
- Mirrored on echo.directory on 2026-10-02, 4.3 MB across 2 files. Checksums in MANIFEST.json.
How to cite
BibTeX
@misc{echo2026,
title = {ECHO: Exploratory Compendium of Humanity Online},
author = {Switzer, Braden and Zafarani, Reza},
year = {2026},
url = {https://echo.directory},
note = {Syracuse University}
}
@inproceedings{yang2012defining,
title = {Defining and Evaluating Network Communities based on Ground-truth},
author = {Yang, J. and Leskovec, J.},
booktitle = {ICDM},
year = {2012}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
Yang, J., & Leskovec, J. (2012). DBLP Collaboration Network [Data set]. https://doi.org/10.1109/ICDM.2012.138
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
Yang, J., and J. Leskovec. DBLP Collaboration Network. 2012, doi.org/10.1109/ICDM.2012.138.