Driving Data Quality with Data Contracts

A comprehensive guide to building reliable, trusted and effective data platforms.

By Andrew Jones — Principal Engineer, instructor, and the creator of data contracts.

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Topics Covered In The Book

Everything you need to know to apply data contracts and build a truly data-driven organization that harnesses quality data to deliver tangible business value.

The problems


Gain insights into the intricacies and shortcomings of today's data architectures.

The solution


Understand exactly how data contracts can solve prevalent data challenges.

The transformation


Drive a fundamental transformation of your data culture by implementing data contracts.

The design


Design a modern data architecture that leverages the power of data contracts.

The example


Explore sample implementations to get practical knowledge of using data contracts.

The practice


Embrace best practices for the successful deployment of data contracts.

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Kind Words From Happy Readers

Whether you're a data practitioner who is tired of being blamed for data quality issues or a business stakeholder who wants to promote data trust, this book is the gold standard for learning about data contracts.

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Kevin Hu, PhD

Co-founder and CEO, Metaplane

Just finished Andrew Jones' excellent book on Data Contracts and it really is excellent - essential reading for anyone who's interested in better managing data, learning more about Data Contracts specifically or is already on their journey with Data Contracts.

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Yali Sassoon

Co-founder and CPO, snowplow.io.

If you want to understand the history and evolution of data contracts and how using this way of working, you can provide more value from the Data platform and team. Check out this book.

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Chris Tabb

Co-Founder & CCO, LEIT DATA

The book is an easy and engaging read. I learned a lot about the history of data architecture and how we arrived at the data quality nightmare we are all facing today. It benefits anyone who works with data and wants to understand practical ways to improve quality and governance.

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Andrew C. Madson

Analytics Leader | Product Management @ LPL Financial

Driving Data Quality with Data Contracts lives up to its ambitious subtitle as "A comprehensive guide to building reliable, trusted, and effective data platforms". [It] addresses both technical and social/organizational aspects of data contracts and also includes a sample implementation.

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Peter O'Kelly

Amazon.com user

Data contracts have become a hot topic in data governance. Andrew is the expert on the topic and makes the concept accessible for everyone to understand. The book is well laid out and thoughtful.

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ANDY

Amazon.com user

This book is a game-changer. Andrew Jones really simplified complex concepts, unveiled the power of Data Contracts, Observability, and Governance. A must-read for anyone serious about getting quality data and successful insights.

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Mojeed Abisiga

Amazon.com user

There are major tides and currents roiling the data world and Andrew's pragmatic descriptions of cascading Data Contracts help connect the dots between Data Mesh's Data Products, Data Observability, Data Governance, and Data Quality.

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Gordon W. Hamilton

Amazon.com user

[The book] reads really easily, there are good examples and it covers a bunch of adjacent topics (stakeholder management, data governance) that are essential for maintaining and building high data quality or good data products.

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Dylan

Amazon.com user

[The book] provided an excellent introduction to data contracts. It was dense with thought-provoking considerations, as well as action items. It is clear that the author is an expert on the topic and I look forward to reading his next body of work!

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umightthink

Amazon.com user

[The book] is a must-read for data engineers, data leaders, architects, and practitioners seeking to optimize their data architecture and extract maximum value from their data.

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Om S

Amazon.com user

About the Author

author

Andrew Jones


Hey 👋 I'm Andrew, a Principal Engineer at GoCardless, one of Europe's leading Fintechs. I have over 15 years' experience in the industry, with the first half primarily as a software engineer before moving into the data infrastructure and data engineering space.

I joined GoCardless as its first data engineer in 2017, and led a great team as we built out our data platform from scratch. After initially following a typical data architecture and getting frustrated with facing the same old challenges we've faced for years, I started thinking there must be a better way, which led to me creating and defining data contracts in 2021.

I'm a regular speaker and writer, and passionate about helping organizations get the most value from data (that's what it's all about, isn't it?!).

Feel free to reach out to me on LinkedIn, or sign up to my newsletter.

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