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Expert Data Modeling with Power BI

You're reading from   Expert Data Modeling with Power BI Get the best out of Power BI by building optimized data models for reporting and business needs

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Product type Paperback
Published in Jun 2021
Publisher Packt
ISBN-13 9781800205697
Length 612 pages
Edition 1st Edition
Languages
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Author (1):
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Soheil Bakhshi Soheil Bakhshi
Author Profile Icon Soheil Bakhshi
Soheil Bakhshi
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Table of Contents (18) Chapters Close

Preface 1. Section 1: Data Modeling in Power BI
2. Chapter 1: Introduction to Data Modeling in Power BI FREE CHAPTER 3. Chapter 2: Data Analysis eXpressions and Data Modeling 4. Section 2: Data Preparation in Query Editor
5. Chapter 3: Data Preparation in Power Query Editor 6. Chapter 4: Getting Data from Various Sources 7. Chapter 5: Common Data Preparation Steps 8. Chapter 6: Star Schema Preparation in Power Query Editor 9. Chapter 7: Data Preparation Common Best Practices 10. Section 3: Data Modeling
11. Chapter 8: Data Modeling Components 12. Chapter 9: Star Schema and Data Modeling Common Best Practices 13. Section 4: Advanced Data Modeling
14. Chapter 10: Advanced Data Modeling Techniques 15. Chapter 11: Row-Level Security 16. Chapter 12: Extra Options and Features Available for Data Modeling 17. Other Books You May Enjoy

Replacing values

A critical part of data preparation is data cleansing. When it comes to data cleansing, replacing values is one of the most common transformation activities we perform. A simple example is where we have a description column in which the users of the source system enter free text data, and we would like to replace some part of the description with something else.

When we use the Power Query Editor UI to replace a value in a table, it uses the Table.ReplaceValue(table as table, OldValue as any, NewValue as any, Replacer as function, columnsToSearch as list) function behind the scenes. If we want to replace the value of a List, it uses the List.ReplaceValue(list as list, OldValue as any, NewValue as any, Replacer as function) function. Depending on the value's data type that we want to replace, the Replacer function can be either Replacer.ReplaceText or Replacer.ReplaceValue. The difference between the two is that we can use Replacer.ReplaceText to replace text...

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