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Network Science with Python

You're reading from   Network Science with Python Explore the networks around us using network science, social network analysis, and machine learning

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Product type Paperback
Published in Feb 2023
Publisher Packt
ISBN-13 9781801073691
Length 414 pages
Edition 1st Edition
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Author (1):
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David Knickerbocker David Knickerbocker
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David Knickerbocker
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Getting Started with Natural Language Processing and Networks
2. Chapter 1: Introducing Natural Language Processing FREE CHAPTER 3. Chapter 2: Network Analysis 4. Chapter 3: Useful Python Libraries 5. Part 2: Graph Construction and Cleanup
6. Chapter 4: NLP and Network Synergy 7. Chapter 5: Even Easier Scraping! 8. Chapter 6: Graph Construction and Cleaning 9. Part 3: Network Science and Social Network Analysis
10. Chapter 7: Whole Network Analysis 11. Chapter 8: Egocentric Network Analysis 12. Chapter 9: Community Detection 13. Chapter 10: Supervised Machine Learning on Network Data 14. Chapter 11: Unsupervised Machine Learning on Network Data 15. Index 16. Other Books You May Enjoy

Getting started with networks

If you want to jump into your first original network analysis project, you need to first think up something that you are curious about. With social network analysis, you are often looking to build a sociogram, a visual map of how humans interact. So, for your first network project, you could ask something such as the following:

  • How do the characters from <book> interact with each other?
  • Do the different animals in the book Animal Farm only interact with the same type of animals? Do humans only interact with certain types of animals, or do they interact with all types of animals?
  • What does the Twitterverse of my own town look like?
  • What does a network visualization of ingredients to meals look like? How does this differ for different regions in the world? What does a network visualization of ingredients to region look like?
  • What does the Twitter social network that exists around a certain politician look like? What does the...
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