Gottron Web Bipartite Network

A TREC web corpus dataset of 58,434 nodes and 978,446 edges, collected by T. Gottron et al.. Each record contains directed: False, weighted: True. Bipartite network of web documents and terms from the TREC web corpus.. Suitable for document-term network analysis, information retrieval, web graph research.

#Bipartite#Document term#Information retrieval#Trec

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 58,434 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

58.4K
Nodes
978.4K
Edges
5.73e-04
Density
1
Components
-0.1116
Assortativity
0.0%
Reciprocity
19.6K
Bridges
Most central nodes
R295840.3259
R345960.1929
R108220.144
R227620.1423
R383720.1044
R263670.1021
R83690.09827
R173920.07888
R89090.0727
R10.07248
Content metrics

978,446 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

weightμ 1.496 ± 1.32
min 1max 245

Computed over the full corpus.

Record

Catalog key
gottron
Authors
National Institute of Standards and Technology
Year
2010
Source paper
Text REtrieval Conference (TREC) English documents
License
CC BY-SA 2.0 Germany (as stated by KONECT) (LicenseRef-CC-BY-SA-2.0-DE)
Records
58,434
Nodes
58,434
Edges
978,446
Nodes are
document / term
Edges are
document-term
Attributes
nodes have no attributes; edges have attributes
Languages
en
Collected
2011 (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/gottron-trec/ unverified
Hosted copy
Mirrored on echo.directory on 2026-10-02, 3.1 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{standards2010,
  title  = {Text REtrieval Conference (TREC) English documents},
  author = {Standards, National Institute of and Technology},
  year   = {2010},
  note   = {http://trec.nist.gov/data/docs_eng.html, August 2010. Volume 4 & 5.}
}

APA

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

National Institute of Standards and Technology (2010). Gottron Web Bipartite Network [Data set]. https://gottron.echo.directory/

MLA

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

National Institute of Standards and Technology. Gottron Web Bipartite Network. 2010, gottron.echo.directory/.

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