NetworkX: Network Analysis with Python
NetworkX:
Network Analysis with Python
Petko Georgiev (special thanks to Anastasios Noulas and Salvatore Scellato)
Computer Laboratory, University of Cambridge
February 2014
Outline
1. Introduction to NetworkX
2. Getting started with Python and NetworkX
3. Basic network analysis
4. Writing your own code
5. Ready for your own analysis!
2
1. Introduction to NetworkX
3
Introduction: networks are everywhere¡
Social networks
Mobile phone networks
Web pages/citations
Internet routing
Vehicular flows
How can we analyse these networks?
Python + NetworkX
4
Introduction: why Python?
Python is an interpreted, general-purpose high-level programming
language whose design philosophy emphasises code readability
+
-
Clear syntax
Multiple programming paradigms
Dynamic typing
Strong on-line community
Rich documentation
Numerous libraries
Expressive features
Fast prototyping
Can be slow
Beware when you are
analysing very large networks
5
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