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Practical Data Quality

You're reading from  Practical Data Quality

Product type Book
Published in Sep 2023
Publisher Packt
ISBN-13 9781804610787
Pages 318 pages
Edition 1st Edition
Languages
Author (1):
Robert Hawker Robert Hawker
Profile icon Robert Hawker

Table of Contents (16) Chapters

Preface Part 1 – Getting Started
Chapter 1: The Impact of Data Quality on Organizations Chapter 2: The Principles of Data Quality Chapter 3: The Business Case for Data Quality Chapter 4: Getting Started with a Data Quality Initiative Part 2 – Understanding and Monitoring the Data That Matters
Chapter 5: Data Discovery Chapter 6: Data Quality Rules Chapter 7: Monitoring Data Against Rules Part 3 – Improving Data Quality for the Long Term
Chapter 8: Data Quality Remediation Chapter 9: Embedding Data Quality in Organizations Chapter 10: Best Practices and Common Mistakes Index Other Books You May Enjoy

Summary

The early part of this chapter outlined how to properly understand the business strategy of a business. If this element goes well and has the right support, an organization will feel that the data quality initiative truly understands the priorities of the business. This breeds confidence that the work done on data quality will be focused on the right aspects.

The chapter also outlined how to use the information from this discovery phase to properly research the root cause of challenges that impact the strategy. It also outlined how to link these challenges to processes, analytics, and data.

All of this has informed which data to profile. The chapter covered the main outputs that profiling provides and the potential data quality rules it can generate. This is likely to have revealed some surprises about data, even to those who use it every day. The maturity of the data conversation has now reached the point where data quality rules can be fully developed.

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