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Driving Data Quality with Data Contracts

You're reading from  Driving Data Quality with Data Contracts

Product type Book
Published in Jun 2023
Publisher Packt
ISBN-13 9781837635009
Pages 206 pages
Edition 1st Edition
Languages
Author (1):
Andrew Jones Andrew Jones
Profile icon Andrew Jones

Table of Contents (16) Chapters

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

Feeding data back to the product teams

As mentioned earlier in this chapter in the Who is a consumer, and who is a generator? section, although we often think of a data consumer as a data practitioner (for example, a BI analyst or a data scientist), they’re not the only ones who consume data. In fact, product teams, and the services they create, are perhaps the largest and most important data consumers in your organization.

These services do not exist in isolation. They all take some data as input, perform some process or take some action, and return new data as output. And when it comes to input data, they have the same expectations as any other data consumer. They need to understand what data is available, how it is structured, and any other context around the data. They need to know how dependable, correct, and available that data is. They need to know where that data comes from, who owns it, and the support levels being provided.

Often, these services make data available...

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