Book Image

DAX Cookbook

By : Greg Deckler
Book Image

DAX Cookbook

By: Greg Deckler

Overview of this book

DAX provides an extra edge by extracting key information from the data that is already present in your model. Filled with examples of practical, real-world calculations geared toward business metrics and key performance indicators, this cookbook features solutions that you can apply for your own business analysis needs. You'll learn to write various DAX expressions and functions to understand how DAX queries work. The book also covers sections on dates, time, and duration to help you deal with working days, time zones, and shifts. You'll then discover how to manipulate text and numbers to create dynamic titles and ranks, and deal with measure totals. Later, you'll explore common business metrics for finance, customers, employees, and projects. The book will also show you how to implement common industry metrics such as days of supply, mean time between failure, order cycle time and overall equipment effectiveness. In the concluding chapters, you'll learn to apply statistical formulas for covariance, kurtosis, and skewness. Finally, you'll explore advanced DAX patterns for interpolation, inverse aggregators, inverse slicers, and even forecasting with a deseasonalized correlation coefficient. By the end of this book, you'll have the skills you need to use DAX's functionality and flexibility in business intelligence and data analytics.
Table of Contents (15 chapters)

Optimizing On Time In Full

On Time In Full, or OTIF, is a measure of supply chain logistics. OTIF is of interest to any organization that ships products as OTIF measures whether the expected product was delivered in the quantity ordered, at the expected time, and to the desired location. In short, OTIF measures whether customers get what they want when they want it. The calculation for OTIF can be measured in a variety of ways, including the following:

  • Number of deliveries
  • Number of orders
  • Number of order lines
  • Percentage of the ordered quantity being delivered on time

This measure presents the methods for calculating OTIF at both the order line and order levels.

Getting ready

To prepare for this recipe, do the following...