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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

Summary

In this chapter, we clearly defined the different roles of the data consumer and the data generator, as well as what each expects from the other. We also went into detail on the responsibilities and accountabilities of each role. It’s by defining these roles and responsibilities that we enable these groups of people to work together closely and effectively, with the knowledge of what is expected of them.

We use data contracts to provide a clear understanding of responsibility and ownership for each of those roles. And it’s by bringing these roles closer together that we improve the accessibility and quality of our data, along with the business value we can generate from it.

Data generators need to feel a sense of ownership over those outcomes if they are to be incentivized to provide data that consumers can build on with confidence. They get that from data consumers, who can share what they need and why they need it.

These consumers include the product...

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