Microsoft Power BI DAX provides various Aggregate Functions, which allows us to perform aggregations such as calculating sum, average, minimum, maximum etc.
In this article, we will show you, How to use DAX Aggregate Functions in Power BI with examples.
To demonstrate these Power BI DAX aggregate functions, we are going to use the below-shown data. As you can see, there are 15 records in this table.
Power BI DAX Aggregate Functions
The following examples will show you the list of DAX Aggregate Functions in Power BI
Power BI DAX Sum Function
The DAX Sum function is used to calculate the total or Sum of records in a column. The basic syntax of the Power BI DAX Sum Function is as shown below:
Measure Name = SUM(Expression or Column Name)
To demonstrate these DAX aggregations in Power BI, we have to use Measures. In order to create a measure, please click on the New Measure option under the Home tab, or Modeling tab.
We renamed the default measure name as Sales Sum. As you can see from the below screenshot, while I was typing, Power BI intellisense is showing the suggestions.
Let me select SUM function
For the demo purpose, we will calculate the Sum of Sales in this table
By clicking the enter or any key, a new Measure called SalesSum will be created. And the final Code is
SalesSum = SUM(EmployeeSales[Sales])
Let me create a Card using this Measure. Please refer Create a Card and Format Card articles to understand the steps involved in creating and formatting cards.
Power BI DAX Average Function
The DAX Average function is used to calculate the Average of records in a column. The basic syntax of the Power BI DAX Average Function is as shown below:
Measure Name = AVERAGE(Expression or Column Name)
As you can see from the below screenshot, we created a Measure (named as AVGSale) to calculate the Sales column average. And the Code is
AVGSale = AVERAGE(EmployeeSales[Sales])
Next, let me create a Card using this Average Measure.
Power BI DAX MIN Function
The DAX MIN function is used to find the Minimum value in a column. The syntax of the Power BI DAX MIN Function is as shown below:
Measure Name = MIN(Expression or Column Name)
As you can see from the below screenshot, we created a Measure (named as MinSale) to find the Minimum Sales amount in the Sales column. And the Code is
MinSale = MIN(EmployeeSales[Sales])
Next, let me create a Card using this Minimum Measure.
Power BI DAX MAX Function
The DAX MAX function is used to find the Maximum value in a column. The syntax of the Power BI DAX MAX Function is as shown below:
Measure Name = MAX(Expression or Column Name)
Here, we created a Measure (named as MaxSale) to find the Maximum Sales amount in the Sales column. And the Code is
MaxSale = MAX(EmployeeSales[Sales])
Power BI DAX COUNT Function
The DAX COUNT function is used to count the number of numeric records in a column. The syntax of the Power BI DAX Count Function is as shown below:
Measure Name = COUNT(Expression or Column Name)
Here, we created a Measure (named as CountSale) to count the number of numeric records in New Sales column. And the Code is
CountSales = COUNT(EmployeeSales[NewSale])
Power BI DAX VAR.S Function
The DAX VAR.S function is used to find the statistical Variance of complete records. The syntax of the Power BI DAX VAR.S Function is as shown below:
Measure Name = VAR.S(Expression or Column Name)
Here, we created a Measure (named as VarSIncome) to find the statistical Variance of a Yearly Income column. And the Code is
VarSIncome = VAR.S(EmployeeSales[YearlyIncome])
Power BI DAX VAR.P Function
The DAX VAR.P function is used to find the statistical variance of selected or some records. The basic syntax of the Power BI DAX VAR.P Function is as shown below:
Measure Name = VAR.P(Expression or Column Name)
Here, we created a Measure (name as VarSIncome) to find the statistical P Variance of a Yearly Income column. And the Code is
VarPIncome = VAR.P(EmployeeSales[YearlyIncome])
Power BI DAX STDEV.P Function
The DAX STDEV.P function is used to find the standard deviance of selected records. The basic syntax of the Power BI DAX STDEV.P Function is as shown below:
Measure Name = STDEV.P(Expression or Column Name)
Here, we created a Measure (named as STDEVPIncome) to find the standard deviance of a Yearly Income column. And the Code is
StdevPIncome = STDEV.P(EmployeeSales[YearlyIncome])
Power BI DAX STDEV.S Function
The DAX STDEV.S function is used to find the standard deviance of complete records. The basic syntax of the Power BI DAX STDEV.S Function is as shown below:
Measure Name = STDEV.S(Expression or Column Name)
Here, we created the Measure (named as STDEVSIncome) to find the standard deviance of a Yearly Income column. And the Code is
StdevSIncome = STDEV.S(EmployeeSales[YearlyIncome])
Let me create a new card for the Standard Device Measure
Power BI DAX MAX Function Example 2
The Power BI DAX MAX function also accepts two arguments. You can use this function to find the Max value between those two. Syntax is:
Measure Name = MAX(Expression1, Expression2)
Here, we created a new column (named as MaxValue) to find the largest value in-between the Sales and the Average Sales. I suggest you to refer Create a Column article to understand the steps involved in creating a column.
Power BI DAX MIN Function Example 2
The Power BI DAX MIN function accepts two arguments. Use this function to find the smallest value between two numbers. Syntax is:
Measure Name = MIN(Expression1, Expression2)
Here, we created a new column (named as MinValue) to find the smallest value between the Sales and Average Sales.
Let me add those two Max Value and Min Value columns to this table.
