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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

Designing Failed Data Reports

The Failed Data Report is the final level of detail for the data quality reporting. It is intended to be a completely actionable list of records that need correction. This report does not tend to vary much between organizations – it is a simple list of record-level details.

The following sections will provide details of the report, including its features, elements, and the benefits that they provide.

Typical features of the Failed Data Reports

The Failed Data Reports should provide enough detail to do the following:

  • Quickly and easily identify the record
  • Clearly show the data issue for each record
  • Provide as much assistance as possible to the user in correcting the issue

As already mentioned, the report is typically accessed by drilling through from the Rule Results Report. The user will select a row of the Rule Results Report and click the number of failed records to see the Failed Data Report. It does not have to...

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