BlogCatalog (v3) Friendship + Group Network
A BlogCatalog (v3) dataset of 10,312 bloggers and 333,983 friendship edges, collected by Agarwal et al. / Tang & Liu via BlogCatalog crawl. Each record contains blogger-blogger friendship edges, user IDs and group memberships. The dataset is notable for its blogosphere friendship network from BlogCatalog, used for familiar stranger detection and latent social dimensions research. Intended for research into social network analysis, community detection, group membership prediction, and blogosphere structure studies.
Cite this dataset at
blogcatalog-v3.echo.directory
Analytics
The full graph has 10,312 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
blogcatalog-v3- Authors
- Tang, Lei; Liu, Huan
- Year
- 2009
- Source paper
- Relational Learning via Latent Social Dimensions
- DOI / arXiv
- 10.1145/1557019.1557109
- License
- Academic Use (see Syracuse Data Lab terms) (LicenseRef-Research-Only)
- Records
- 10,312
- Nodes
- 10,312
- Edges
- 333,983
- Nodes are
- blogger
- Edges are
- friendship
- Attributes
- nodes have attributes; edges have no attributes
- Languages
- en
- Collected
- 2009 (2000s)
- Tasks
- From the graph: link prediction, community detection
- Region
- Global (inferred: the platform is used worldwide)
Provenance
- Originally published at
- https://datasets.syr.edu link checked
- Hosted copy
- Mirrored on echo.directory on 2026-10-16, 3.3 MB across 5 files. Checksums in MANIFEST.json.
Citations
Relational learning via latent social dimensions
Lei Tang, Huan Liu
Journal Article · Knowledge Discovery and Data Mining · 2009
Cited by
- DeepGCNs: Can GCNs Go As Deep As CNNs?
G. Li, Matthias Müller et al. · IEEE International Conference on Computer Vision · 2019 · cited 1.7K× - A Survey on Network Embedding
Peng Cui, Xiao Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · cited 1.2K× - Network Representation Learning: A Survey
Daokun Zhang, Jie Yin et al. · IEEE Transactions on Big Data · 2017 · cited 698× - Representation Learning for Dynamic Graphs: A Survey
Seyed Mehran Kazemi, Rishab Goel et al. · Journal of machine learning research · 2019 · cited 683× - DeeperGCN: All You Need to Train Deeper GCNs
Guohao Li, Chenxin Xiong et al. · arXiv.org · 2020 · cited 542×
Show all 10
- Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
Yixin Liu, Zhao Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · cited 540× - GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks
Tian-Xiang Zhao, Xiang Zhang et al. · Web Search and Data Mining · 2021 · cited 510× - Graph neural networks
Ling-Fei Wu, P. Cui et al. · Nature Reviews Methods Primers · 2021 · cited 449× - Feature Selection for Clustering: A Review
Salem Alelyani, Ji-Liang Tang et al. · Data Clustering: Algorithms and Applications · 2018 · cited 425× - Disentangled Graph Convolutional Networks
Jian-Xin Ma, Peng Cui et al. · International Conference on Machine Learning · 2019 · cited 387×
Citation data from Semantic Scholar, retrieved 2026-10-19.
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{tang2009relational,
title = {{Relational Learning via Latent Social Dimensions}},
author = {Tang, Lei and Liu, Huan},
booktitle = {Proceedings of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'09)},
pages = {817--826},
year = {2009},
doi = {10.1145/1557019.1557109}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
Tang, L., & Liu, H. (2009). BlogCatalog (v3) Friendship + Group Network [Data set]. https://doi.org/10.1145/1557019.1557109
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
Tang, Lei, and Huan Liu. BlogCatalog (v3) Friendship + Group Network. 2009, doi.org/10.1145/1557019.1557109.