Data Bear – Power BI Training and Consulting

Call us Today! (020) 8720 6880 |

How to Create Calculation Groups in Power BI

Image showing Power BI Subtitles feature

In this blog post, we’ll explore how to create your own calculation groups in Power BI to streamline and reuse your measures effectively. We’ll walk through the setup process and provide some example scenarios where calculation groups can be particularly beneficial. Calculation groups in Power BI, a powerful feature that can significantly enhance your data modeling and reporting capabilities.

What Are Calculation Groups?

Calculation groups in Power BI allow you to simplify your DAX formulas by reducing the number of measures you need to create. Instead of duplicating similar calculations across multiple measures, you can use calculation groups to apply the same calculation logic to different measures dynamically.

Enabling Calculation Groups in Power BI

To start using calculation groups in Power BI, you’ll need the October version of Power BI Desktop, which includes the Model Explorer feature. Here’s how to enable it:

  1. Download and Install the October Version: Ensure you have the latest October version of Power BI Desktop installed.
  2. Enable the Feature:
    • Go to File > Options and Settings > Options.
    • Under Preview Features, enable Model Explorer and Calculation Group Authoring.
    • Restart Power BI Desktop.

Once enabled, you’ll see a new Calculation Group button in the Model view and a Model tab with additional features under the semantic model.

Enabling Calculation Groups

Setting Up Calculation Groups in Power BI

We’ll use a sample dataset from Northwind, a fictional company that sells goods internationally. This dataset includes tables and relationships already set up, which we won’t dive into today.

  1. Create a Calculation Group:
    • In the Model view, click the Calculation Group button from the Home ribbon or the Model tab.
    • A new calculation group table, group column, and item will be created automatically.
  2. Rename the Calculation Group and Items:
    • Rename the table and column to “Comparisons”.
    • Rename the first calculation item to “Previous Month” and replace the formula with a generic one using SELECTEDMEASURE().

Setting Up Calculation Groups

Example Scenario: Gross Sales and Net Sales

Let’s look at an example where we compare gross sales and net sales across different time periods.

  1. Create Measures:
    • Define measures for gross sales (unit price * quantity), net sales (gross sales – discounts), and other metrics like unit sold and average unit price.
  2. Duplicate Measures for Comparisons:
    • Traditionally, you would duplicate measures for each comparison, such as previous month, previous quarter, etc. This leads to multiple measures with similar logic.

Using Calculation Groups in Power BI

Calculation groups in Power BI eliminate the need for redundant measures. Here’s how to set up a calculation group for comparing previous month’s sales:

  1. Create a Calculation Group Item:
    • Copy the DAX formula for one of your comparison measures (e.g., gross sales previous month).
    • Replace the measure-specific part with SELECTEDMEASURE().
    • Ensure there are no errors and the formula is generic.
  2. Apply Calculation Groups in Reports:
    • Go to the Report view and create a new matrix.
    • Add the month to rows, comparisons to columns, and your measures (gross sales, net sales) to values.
    • The matrix will dynamically show the previous month’s sales for each measure.

Calculation Groups in Power BI

Advanced Features of Calculation Groups in Power BI

  • Dynamic Formatting: Adjust the format of your calculation items based on the measure type. For example, ensure percentage calculations display correctly.
  • Custom Order: Reorder your calculation items to control how they appear in your reports.
  • Selective Display: Use the column feature in calculation groups to selectively display certain comparisons.


Calculation groups in Power BI are a powerful feature that can greatly enhance your efficiency by reducing the need for duplicate measures. By using calculation groups, you can apply consistent logic across multiple measures dynamically, simplifying your data models and improving report clarity.

For more detailed information and documentation, be sure to check the links .


Leave a Comment

Your email address will not be published. Required fields are marked *