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Driving Data Quality with Data Contracts

You're reading from   Driving Data Quality with Data Contracts A comprehensive guide to building reliable, trusted, and effective data platforms

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781837635009
Length 206 pages
Edition 1st Edition
Languages
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Author (1):
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Andrew Jones Andrew Jones
Author Profile Icon Andrew Jones
Andrew Jones
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Why Data Contracts?
2. Chapter 1: A Brief History of Data Platforms FREE CHAPTER 3. Chapter 2: Introducing Data Contracts 4. Part 2: Driving Data Culture Change with Data Contracts
5. Chapter 3: How to Get Adoption in Your Organization 6. Chapter 4: Bringing Data Consumers and Generators Closer Together 7. Chapter 5: Embedding Data Governance 8. Part 3: Designing and Implementing a Data Architecture Based on Data Contracts
9. Chapter 6: What Makes Up a Data Contract 10. Chapter 7: A Contract-Driven Data Architecture 11. Chapter 8: A Sample Implementation 12. Chapter 9: Implementing Data Contracts in Your Organization 13. Chapter 10: Data Contracts in Practice 14. Index 15. Other Books You May Enjoy

Designing a data contract

We’ll start by looking at how to design a data contract. This can be broken down into four steps:

  1. Identifying the purpose.
  2. Considering the trade-offs.
  3. Defining the data contract.
  4. Deploying the data contract.

However, designing a data contract is an iterative process, and you may need to revisit and refine these steps as more information is gathered through discussions between the data generators and data consumers.

With that in mind, let’s look at each step in turn.

Identifying the purpose

The first step is to identify the purpose of this data product for which you are defining a data contract. Who is this data for, and how will they use it? What problems will it solve? What business value will it drive?

Answering these questions will naturally start a discussion between the data generators and the data consumers, and as we’ve been discussing throughout this book, bringing these groups of people together...

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