Wikipedia Article-Category Network

A Wikipedia (English edition category system) dataset of 2,036,440 nodes and 3,795,796 edges, collected by KONECT via Wikipedia XML dumps. Each record contains directed: False, weighted: False, temporal: False. Bipartite network of Wikipedia articles and the categories they belong to — useful for studying hierarchical knowledge organization.. Suitable for knowledge organization analysis, bipartite network analysis, Wikipedia category structure.

#Bipartite network#Category hierarchy#Konect#Wikipedia category

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,036,440 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2M
Nodes
3.8M
Edges
1.83e-06
Density
20.5K
Components
-0.05325
Assortativity
0.0%
Reciprocity
998.2K
Bridges
Most central nodes
R2910.00569
R2880.00569
R2300.00551
R2310.00456
R47170.00409
R28490.00328
R330.00279
R3710.00245
R243430.00212
R28110.00211

Computed over the full corpus.

Record

Catalog key
wiki-en-cat
Authors
Foundation, Wikimedia
Year
2010
Source paper
Wikimedia downloads
License
CC BY-SA 2.0 Germany (as stated by KONECT) (LicenseRef-CC-BY-SA-2.0-DE)
Records
2,036,440
Nodes
2,036,440
Edges
3,795,796
Nodes are
article / category
Edges are
category membership
Attributes
nodes have no attributes; edges have no attributes
Languages
en
Collected
2013 (2010s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://konect.cc/networks/wiki-en-cat/ unverified
Hosted copy
Mirrored on echo.directory on 2026-10-02, 15.6 MB across 1 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}
}

@misc{foundation2010,
  title  = {Wikimedia downloads},
  author = {Foundation, Wikimedia},
  year   = {2010},
  note   = {http://dumps.wikimedia.org/, January 2010.}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Foundation, Wikimedia (2010). Wikipedia Article-Category Network [Data set]. https://wiki-en-cat.echo.directory/

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Foundation, Wikimedia. Wikipedia Article-Category Network. 2010, wiki-en-cat.echo.directory/.

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