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Practical Data Quality

You're reading from   Practical Data Quality Learn practical, real-world strategies to transform the quality of data in your organization

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781804610787
Length 318 pages
Edition 1st Edition
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Author (1):
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Robert Hawker Robert Hawker
Author Profile Icon Robert Hawker
Robert Hawker
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Table of Contents (16) Chapters Close

Preface 1. Part 1 – Getting Started
2. Chapter 1: The Impact of Data Quality on Organizations FREE CHAPTER 3. Chapter 2: The Principles of Data Quality 4. Chapter 3: The Business Case for Data Quality 5. Chapter 4: Getting Started with a Data Quality Initiative 6. Part 2 – Understanding and Monitoring the Data That Matters
7. Chapter 5: Data Discovery 8. Chapter 6: Data Quality Rules 9. Chapter 7: Monitoring Data Against Rules 10. Part 3 – Improving Data Quality for the Long Term
11. Chapter 8: Data Quality Remediation 12. Chapter 9: Embedding Data Quality in Organizations 13. Chapter 10: Best Practices and Common Mistakes 14. Index 15. Other Books You May Enjoy

Stakeholders in data quality initiatives

Data quality initiatives require wide-ranging discussions and support from an organization. This section aims to outline each of the stakeholder types and explain the following:

  • Their role
  • The typical profile of people in these roles
  • What help they will need to provide in a data quality initiative

Different stakeholder types and their roles

Clearly, every organization has its own way of organizing itself. There are no two organizations with an identical internal structure. However, over the last 15 years, a number of data governance role names (for example, data steward) have become standard across different geographies and industries. The content of these roles has become more and more consistent over this period. This section will outline these roles.

The roles that are outlined are not necessarily allocated as full-time positions. Often, people are given these roles on top of their “day job.” Sometimes...

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