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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

Appending queries

There are some scenarios where we get data with the same structure from different sources, and we want to consolidate that data into a single table. In those cases, we need to append the queries. We have two options to append the queries:

  • Append the queries to the first query
  • Append the queries as a new query

The latter is prevalent when we follow ETL best practices. We unload all the queries, append the queries as a new query, and load them into the data model. Therefore, all the unloaded queries work as ETL pipelines. This does not mean that the first option is not applicable.

Suppose we have a simple business requirement that can be achieved by appending two or more queries to the first query. In that case, we may wish to use the first option instead. The critical point to note when we're appending queries is that the Table.Combine(tables as list, optional columns as any) function accepts a list of tables. When the column names in the...

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