Python for Graph and Network Analysis
This research monograph provides the means to learn the theory and practice of graph and network analysis using the Python programming language. The social network analysis techniques, included, will help readers to efficiently analyze social data from Twitter, Facebook, LiveJournal, GitHub and many...
| Main Authors: | , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2017, 2017
|
| Edition: | 1st ed. 2017 |
| Series: | Advanced Information and Knowledge Processing
|
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Theoretical Concepts of Network Analysis
- Network Basics
- Graph Theory
- Social Networks
- Node-Level Analysis
- Group-Level Analysis
- Network-Level Analysis
- Information Diffusion in Social Networks
- Appendix A: Python Tutorial
- Appendix B: NetworkX Tutorial