Power BI - DAX Offset Function

amitchandak — Mon, 20 Feb 2023 09:25:28 GMT

Power BI — Offset Function

The OFFSET function retrieves a result based on the relative positioning of the data

The offset function returns a single row that is positioned either before or after the current row, within the specified partition, sorted in the specified order, based on the offset provided. If the current row cannot be deduced to a single row for whatever reason, multiple rows will be returned.

Instead of being pushed to the data source, DAX functions like Offset are executed within the DAX engine. These DAX functions have shown significantly improved performance compared to existing DAX expressions, particularly when sorting non-continuous columns is necessary.

OFFSET ( <delta/Number>, <relation/Table expression>, <order By from relation>, <blanks>, <partition By relation> )

Model: I am using the standard sales model, which I am using for all my videos and blogs. Sales fact with a key measure [net], joined with dimensions: Item, Geography, Date, and Customer.

Let us create a visual using the item category and net. We will also create our first offset measure Last Category and add to it.

Measure used. Also adding the next category

Last Category = CALCULATE([net], OFFSET(-1, ALLSELECTED(‘Item’[Category]), ORDERBY(‘Item’[Category],asc)))
Next Category = CALCULATE([net], OFFSET(1, ALLSELECTED('Item'[Category]), ORDERBY('Item'[Category],asc)))

Once you add the brand to a visual, this measure will not work as expected as it is still looking for the order based on category

We will need a new set of measures

Last Category Brand = CALCULATE([net], OFFSET(-1, ALLSELECTED('Item'[Brand],'Item'[Category]), ORDERBY('Item'[Category],asc),KEEP,PARTITIONBY('Item'[Brand])))
Next Category Brand = CALCULATE([net], OFFSET(1, ALLSELECTED('Item'[Brand],'Item'[Category]), ORDERBY('Item'[Category],asc),KEEP,PARTITIONBY('Item'[Brand])))

This is how we can get time intelligence. The default sort column will not work. We have to use sort column in relation and order by

Offset Previous Month = CALCULATE([Net],OFFSET(-1, ALL('Date'[Month Year sort],'Date'[Month Year]),ORDERBY('Date'[Month Year sort])))

In case we want the previous month in the same year

Previous Month in Year = CALCULATE([Net],OFFSET(-1, ALL('Date'[Month Year sort],'Date'[Month Year],'Date'[Year],'Date'[Qtr Year]),ORDERBY('Date'[Month Year sort]),KEEP,PARTITIONBY('Date'[Year])))

One can create a combined measure for previous values like

Previouse Value = SWITCH(TRUE(),
ISINSCOPE('Date'[Date]), CALCULATE([Net], OFFSET(-1, ALL('Date'[Date]))),
ISINSCOPE('Date'[Month Year]), CALCULATE([Net],OFFSET(-1, ALL('Date'[Month Year sort],'Date'[Month Year],'Date'[Year],'Date'[Qtr Year]),ORDERBY('Date'[Month Year sort]))),
ISINSCOPE('Date'[Qtr Year]),CALCULATE([Net], OFFSET(-1, ALL('Date'[Year], 'Date'[Qtr Year]))),
ISINSCOPE('Date'[Year]), CALCULATE([Net],OFFSET(-1, ALL('Date'[Year])))
)

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topic Power BI - DAX Offset Function in Quick Measures Gallery

Power BI - DAX Offset Function

Power BI — Offset Function