SNAP
SNAP is a collection of large network datasets and tools for network analysis, providing datasets like social networks, citation networks, and web graphs for research and development.
Score
30
User Rating
3.0
Free/Trial Support
Not Supported
Starting Price
--
Last Updated
Apr 23, 2026
Overview
What is SNAP?
SNAP (Stanford Network Analysis Platform) is a comprehensive resource offering datasets and software tools for analyzing large-scale networks, including social, communication, citation, and web graphs, used in academic and industrial research.
What is SNAP used for?

Top Features
- Large-scale network datasets
- C++ and Python libraries
- Graph analysis tools
- Temporal and signed networks
- Community detection datasets
How to use SNAP?
Download SNAP datasets or use the C++/Python libraries to analyze network structures, perform graph algorithms, and conduct research on network properties and dynamics.
Alternative Tools
No alternative tools found
Pros & Cons
Pros
- Free and open-source
- Extensive dataset collection
- Supports multiple programming languages
- Useful for academic research
- High customizability
Cons
- Requires technical expertise
- Limited to network analysis focus
- No built-in visualization tools
Use Cases
- Academic research on social networks
- Data science projects involving graph analysis
- Educational purposes in network theory
- Developing network algorithms
- Analyzing online community dynamics
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