Book Image

Hands-On Business Intelligence with DAX

By : Ian Horne
Book Image

Hands-On Business Intelligence with DAX

By: Ian Horne

Overview of this book

Data Analysis Expressions (DAX) is known for its ability to increase efficiency by extracting new information from data that is already present in your model. With this book, you’ll learn to use DAX’s functionality and flexibility in the BI and data analytics domains. You’ll start by learning the basics of DAX, along with understanding the importance of good data models, and how to write efficient DAX formulas by using variables and formatting styles. You’ll then explore how DAX queries work with the help of examples. The book will guide you through optimizing the BI workflow by writing powerful DAX queries. Next, you’ll learn to manipulate and load data of varying complexity within Microsoft products such as Power BI, SQL Server, and Excel Power Pivot. You’ll then discover how to build and extend your data models to gain additional insights, before covering progressive DAX syntax and functions to understand complex relationships in DAX. Later, you’ll focus on important DAX functions, specifically those related to tables, date and time, filtering, and statistics. Finally, you’ll delve into advanced topics such as how the formula and storage engines work to optimize queries. By the end of this book, you’ll have gained hands-on experience in employing DAX to enhance your data models by extracting new information and gaining deeper insights.
Table of Contents (18 chapters)
1
Section 1: Introduction to DAX for the BI Pro
7
Section 2: Understanding DAX Functions and Syntax
14
Section 3: Taking DAX to the Next Level

Getting started with DAX variables

Variables were first introduced into the DAX language with Power BI in 2015 and with the 2016 versions of Excel and SSAS Tabular.

Variables allow you to store hard coded values or the results that are returned by a DAX expression. They can store both scalar values and tables and can be used within the definitions of calculated columns, measures, and tables.

A variable is declared using the VAR keyword, and the overall process of declaring and using a variable uses the following syntax:

VAR <variableName> = <DAX expression>
RETURN <DAX expression including variableName>

When defining an expression, you can use as many variables as you need; each variable is declared using its own VAR keyword. Variables can be used for declaration purposes when defining other variables, as well as to return values in the expression given after...