You are learning Data Analysis and Visualization in MS Excel
How to create calculated fields and measures within PivotTables for advanced analysis?
Creating Calculated Fields and Measures in PivotTables for Advanced Analysis
Calculated fields and measures are powerful tools in Excel's PivotTables that allow you to manipulate and analyze data in sophisticated ways. Here's how to create them:
Calculated Fields:
* Purpose:
- Transform existing data within your PivotTable source.
- Create new data points based on calculations using existing fields.
* Creation Process:
1. Click anywhere within your PivotTable. This activates the PivotTable Analyze tab.
2. In the "Calculations" group, click "Fields, Items, & Sets" and then select "Calculated Field."
3. In the "Insert Calculated Field" window:
- Enter a descriptive name for your field (e.g., "Profit Margin").
- In the "Formula" box, write your calculation using existing field names and Excel functions. You can reference other calculated fields as well.
- Choose a data type format (e.g., Number, Currency) for the calculated field.
4. Click "OK" to add the calculated field to your PivotTable Fields list.
5. Drag the new field to the desired area of your PivotTable (Values, Rows, or Columns).
Example:
You have a PivotTable summarizing sales data. You can create a calculated field named "Profit Margin" using the formula: `([Sales]-[Cost])/[Sales]`. This calculates the profit margin for each item or category.
Measures:
* Purpose:
- Perform calculations on summarized data within the PivotTable itself.
- Useful for deriving metrics like averages, sums, or percentages based on existing fields.
* Creation Process:
1. Similar to calculated fields, click anywhere in the PivotTable and go to the "Analyze" tab, "Calculations" group.
2. Click "Measures, Items, & Sets" and then select "New Measure."
3. In the "Create Measure" window:
- Enter a meaningful name for your measure (e.g., "Average Order Value").
- In the "Formula" box, write your calculation using existing PivotTable fields and aggregation functions (e.g., SUM, AVERAGE, COUNT). Note: You cannot reference other measures or calculated fields here.
4. Click "OK" to add the measure to your PivotTable Values list.
Example:
In your sales PivotTable, you can create a measure named "Average Order Value" using the formula: `SUM([Sales]) / COUNT([Order ID])`. This calculates the average sales amount per order.
Tips:
* Use clear and descriptive names for your calculated fields and measures to improve readability.
* Explore various Excel functions to perform complex calculations within your formulas.
* Remember calculated fields manipulate the source data, while measures work on summarized data within the PivotTable.
* Experiment with different field placements (Rows, Columns, Values) to gain various analytical perspectives.
By mastering calculated fields and measures, you can unlock the full potential of PivotTables for advanced data analysis and create custom metrics tailored to your specific needs.