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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

Dealing with inactive relationships

In real-world scenarios, the data models can get very busy, especially when we are creating a data model to support enterprise BI; there are many instances that we have an inactive relationship in our data model. In the majority of cases, there are two reasons that a relationship is inactive, as follows:

  • The table with an inactive relationship is reachable via multiple filter paths.
  • There are multiple direct relationships between two tables.

In both preceding cases, the engine does not allow to activate an inactive relationship to avoid ambiguity across the model.

Reachability via multiple filter paths

A filter path between two tables is when the two tables are related via multiple tables. Therefore, the filter propagates from one table to the other via multiple hops (relationships). The following diagram shows a data model with an inactive relationship:

Figure 9.14 – Inactive relationship due...

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