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NETWORK REPOSITORY
A SCIENTIFIC NETWORK DATA REPOSITORY WITH
INTERACTIVE VISUALIZATION and MINING TOOLS

The first interactive network repository with visual analytic tools
The largest network repository with thousands of network data sets
Interactive network visualization and mining
Download thousands of real-world networks: from biological to social networks

NETWORK DATA SETS
INTERACTIVE VISUALIZATION
DOWNLOAD NETWORK DATA SETS

Explore network data sets and visualize their structure
Interactive statistics and plots
Download massive network data of billions of edges



Our goals and purpose

Our vision

Scientific progress depends on standard datasets for which claims, hypotheses, and algorithms can be compared and evaluated. Despite the importance of having standard datasets, it is often impossible to find the original data used in published experiments, and at best it is difficult and time consuming. This site is an effort to improve and facilitate the scientific study of networks by making it easier for people to interactively visualize, analyze, and ultimately download a large collection of networks in real-time to use for their own ideas.

Network repository currently has a comprehensive and representative set of the most popular and frequently used datasets in academia and industry.


Citing

Please acknowledge the repository in published materials

If you find Network Repository useful for your research, please consider citing the following paper:

  @inproceedings{nr-aaai15,
      title = {The Network Data Repository with Interactive Graph Analytics and Visualization},
      author={Ryan A. Rossi and Nesreen K. Ahmed},
      booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence},
      url={http://networkrepository.com},
      year={2015}
  }

About Us

Network Repository is the first data repository with interactive visual analytic and statistical techniques for exploring data in real-time over the web. We provide various collections of graph data sets from a wide range of types. We have hundreds of graph data sets all stored and converted into a common consistent format for easy exploration and use in other projects. We also provide network visualization and analytics and allow for users to upload and share graph data easily. Read more