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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

Articulating the value of your data

Now, let’s look at how to effectively articulate the value of your data, and why that is important as we adopt data contracts.

As we discussed in the previous section, we’re explicitly asking the data generators to take on this new role and assigning them that responsibility. By doing this, we are moving the accountability for the quality of data left, upstream from the data engineers and their pipelines. This shift-left approach ensures data quality issues are addressed at source, by those who have the most knowledge of the data and the ability to change the data – the product teams.

If data consumers are going to ask our product teams to do more and incentivize them to do so, they need to be particularly good at articulating the value of our data, and the positive outcomes we are generating for the organization with that data.

This is why we are doing it. Why is it worth the investment in improving data quality? What...

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