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Graph Data Modeling in Python

You're reading from   Graph Data Modeling in Python A practical guide to curating, analyzing, and modeling data with graphs

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781804618035
Length 236 pages
Edition 1st Edition
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Authors (2):
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Gary Hutson Gary Hutson
Author Profile Icon Gary Hutson
Gary Hutson
Matt Jackson Matt Jackson
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Matt Jackson
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Getting Started with Graph Data Modeling
2. Chapter 1: Introducing Graphs in the Real World FREE CHAPTER 3. Chapter 2: Working with Graph Data Models 4. Part 2: Making the Graph Transition
5. Chapter 3: Data Model Transformation – Relational to Graph Databases 6. Chapter 4: Building a Knowledge Graph 7. Part 3: Storing and Productionizing Graphs
8. Chapter 5: Working with Graph Databases 9. Chapter 6: Pipeline Development 10. Chapter 7: Refactoring and Evolving Schemas 11. Part 4: Graphing Like a Pro
12. Chapter 8: Perfect Projections 13. Chapter 9: Common Errors and Debugging 14. Index 15. Other Books You May Enjoy

Part 1: Getting Started with Graph Data Modeling

This will be our first delve into graph data modelling in Python. This part covers what you need to know with regard to graph data modelling, such as why and when you need to use graphs; analyzing the fundamentals of graphs and how they are used in industry; and introducing the core packages you will be working with in these chapters, igraph and NetworkX.

Moving on from the fundamentals, we will then look at how to work with graph data models and work through a television recommendation use case as a Python pipeline.

This will serve as the entry-level part of this book and it has the following chapters:

  • Chapter 1, Introducing Graphs in the Real World
  • Chapter 2, Working with Graph Data Models
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