SNAP
Indexed incrossrefpubmed
Abstract
Large networks are becoming a widely used abstraction for studying complex systems in a broad set of disciplines, ranging from social network analysis to molecular biology and neuroscience. Despite an increasing need to analyze and manipulate large networks, only a limited number of tools are available for this task. Here, we describe Stanford Network Analysis Platform (SNAP), a general-purpose, high-performance system that provides easy to use, high-level operations for analysis and manipulation of large networks. We present SNAP functionality, describe its implementational details, and give performance benchmarks. SNAP has been developed for single big-memory machines and it balances the trade-off between…
Citation impact
850
total citations
- FWCI
- 61.22
- Percentile
- 100%
- References
- 68
Citations per year
Authors
2Topics & keywords
Topics
Keywords
- Computer science
- Python (programming language)
- Theoretical computer science
- Distributed computing
- Dynamic network analysis
- Computation
- Set (abstract data type)
- Graph
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