What is the difference between a calculated column and a measure in DAX? Calculated columns reference a single row, while measures aggregate across rows. Calculated columns can be used in pivot tables, but measures cannot. Measures require the SuM function, but calculated columns do not. Measures are created in Power BI Desktop, but calculated columns are only in Excel.
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In DAX, a calculated column is evaluated for each row independently, which allows it to store values within that row context. This makes it useful for adding new data points directly to your data model. However, measures are more dynamic and work in an aggregate context, meaning they compute values based on the current filter context, making them ideal for calculations like totals or averages across multiple rows. Real-world application of calculated columns is often found in scenarios where you need to categorize data (e.g., adding a "Sales Category" based on sales figures). Measures excel in creating dynamic KPIs and dashboards, such as displaying total sales over a selected period, thereby enhancing the interactivity and insights derived from your reports.
