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Hands-On Business Intelligence with DAX

You're reading from   Hands-On Business Intelligence with DAX Discover the intricacies of this powerful query language to gain valuable insights from your data

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Product type Paperback
Published in Jan 2020
Publisher Packt
ISBN-13 9781838824303
Length 402 pages
Edition 1st Edition
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Author (1):
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Ian Horne Ian Horne
Author Profile Icon Ian Horne
Ian Horne
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Table of Contents (18) Chapters Close

Preface 1. Section 1: Introduction to DAX for the BI Pro
2. What is DAX? FREE CHAPTER 3. Using DAX Variables and Formatting 4. Building Data Models 5. Working with DAX in Power BI, Excel, and SSAS 6. Getting It into Context 7. Section 2: Understanding DAX Functions and Syntax
8. Progressive DAX Syntax and Functions 9. Table Functions 10. Date, Time, and Time Intelligence Functions 11. Filter Functions 12. Statistical Functions 13. Working with DAX Patterns 14. Section 3: Taking DAX to the Next Level
15. Optimizing Your Data Model 16. Optimizing Your DAX Queries 17. Other Books You May Enjoy

Calculating cumulative totals

In the previous section of this chapter, we looked at creating a quick measure for year-to-date totals. The DAX expression that is created for this measure is an example of the Cumulative Total pattern. In this case, the pattern is used to create a running total of the Sales Amount field by the Date field.

The following code is the DAX expression that was created for this example:

Sales Amount running total in Date =
CALCULATE (
SUM ( 'Sales'[Sales Amount] ),
FILTER (
ALLSELECTED ( 'Date Table'[Date] ),
ISONORAFTER ( 'Date Table'[Date], MAX ( 'Date Table'[Date] ), DESC )
)
)
  • The expression works by using the FILTER and ISONORAFTER functions to return a table of dates that are less than or equal to the date of the current row.
  • The measure then calculates the SUM of Sales Amount for all sales...
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