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Network Science with Python and NetworkX Quick Start Guide

You're reading from   Network Science with Python and NetworkX Quick Start Guide Explore and visualize network data effectively

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Product type Paperback
Published in Apr 2019
Publisher Packt
ISBN-13 9781789955316
Length 190 pages
Edition 1st Edition
Languages
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Author (1):
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Edward L. Platt Edward L. Platt
Author Profile Icon Edward L. Platt
Edward L. Platt
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Table of Contents (15) Chapters Close

Preface 1. What is a Network? FREE CHAPTER 2. Working with Networks in NetworkX 3. From Data to Networks 4. Affiliation Networks 5. The Small Scale - Nodes and Centrality 6. The Big Picture - Describing Networks 7. In-Between - Communities 8. Social Networks and Going Viral 9. Simulation and Analysis 10. Networks in Space and Time 11. Visualization 12. Conclusion 13. Other Books You May Enjoy Appendix

Networks in space

Nodes are associated with specific geographic locations in many important networks, for example the following:

  • Electrical grids
  • Road networks
  • Airports linked by direct flights
  • Telecommunication lines

The edges in these networks are physical objects and have physical properties that can influence the behavior of the system represented by the network. One weight measure isn't always enough. For example, when an edge represents a fiber optic telecommunications cable, it is important to consider both the physical length of the cable and the bandwidth (capacity) of the cable. The former influences how long signals take to travel along the cable, while the latter influences how much data it can handle (and both of these influences cost!). Not to mention that a telecommunication cable is only useful if it connects two physical locations with people who want to...

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