USPTO Patent Citation Network

A US Patent and Trademark Office (1963–1999) dataset of 3,774,768 nodes and 16,518,947 edges, collected by B.H. Hall et al.. Each record contains directed: True, weighted: False. Massive directed citation network of 3.7M US patents spanning 1963–1999 — one of the largest citation networks available.. Suitable for citation network analysis, technology diffusion, innovation research.

#Innovation#Patent#Technology diffusion#Uspto

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Analytics

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· graph.json

The full graph has 3,774,768 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

3.8M
Nodes
16.5M
Edges
1.16e-06
Density
3.6K
Components
0.1332
Assortativity
0.0%
Reciprocity
677.8K
Bridges
Most central nodes
21151730.00021
16654400.00019
21433790.00018
14381410.00017
18375880.00017
13726010.00017
20504490.00017
16582480.00016
22365250.00016
4246260.00011

Computed over the full corpus.

Record

Catalog key
patentcite
Authors
Hall, Bronwyn H.; Jaffe, Adam B.; Trajtenberg, Manuel
Year
2001
Source paper
The NBER patent citations data file: Lessons, insights and methodological tools
License
CC BY-SA 2.0 Germany (as stated by KONECT) (LicenseRef-CC-BY-SA-2.0-DE)
Records
3,774,768
Nodes
3,774,768
Edges
16,518,947 (directed)
Nodes are
patent
Edges are
citation
Attributes
nodes have no attributes; edges have no attributes
Languages
en
Collected
2001 (2000s)
Tasks
From the graph: link prediction, community detection

Provenance

Originally published at
https://konect.cc/networks/patentcite/ unverified
Hosted copy
Mirrored on echo.directory on 2026-10-02, 80.3 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{hall2001,
  title  = {The NBER patent citations data file: Lessons, insights and methodological tools},
  author = {Hall, Bronwyn H. and Jaffe, Adam B. and Trajtenberg, Manuel},
  year   = {2001},
  note   = {In NBER Working Papers 8498, Natl. Bureau of Economic Research, Inc, 2001.}
}

APA

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

Hall, B. H., Jaffe, A. B., & Trajtenberg, M. (2001). USPTO Patent Citation Network [Data set]. https://patentcite.echo.directory/

MLA

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

Hall, Bronwyn H., et al. USPTO Patent Citation Network. 2001, patentcite.echo.directory/.

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