Zinoviev, Dmitry
Complex Network Analysis in Python
- ISBN 13:
- 9781680502695
- author:
- Zinoviev, Dmitry
- format:
- Paperback
- publisher:
- The Pragmatic Programmers
- language:
- English
- Publication Year:
- 2018
- Pages:
- 200
- Dimensions:
- 23.4 x 19 x 1.4 centimetres (0.6
- Genre:
- Computers, Web, General,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Learn to construct, analyze and visualize complex networks using Python with NetworkX. This practical guide shows you how to work with various types of networks, including social, product and spatial networks, and convert real-world data into network structures.
Discover how to automate and program tasks in Python to increase your productivity exponentially. Explore the structure and individual elements of complex networks to learn about their meaning, evolution and resilience. The book covers simple networks, centrality calculation, blockmodeling and clique and community detection, as well as presentation-quality network visualization tools.
Use case studies as a starting point for adapting the techniques to your own problems. Explore big networks with NetworKit, a high-performance networkx substitute, and take your knowledge of complex network analysis to the next level.
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