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Using filters in aggregate functions


From:

Excel 2010: Pivot Tables in Depth

with Curt Frye

Video: Using filters in aggregate functions

When you create a measure using an Aggregate function, PowerPivot calculates that measure's value for every row summarized in the PivotTable field. You can filter your PivotTable to limit your data but if you find yourself creating the same filter many times, you should consider creating a measure that incorporates that filter into its formula. In this movie, I'll show you how to do exactly that. So, we will jump into PowerPivot, clicking the PowerPivot tab on the Ribbon and the PowerPivot Window button, and we will create a measure that includes the filtered formula.
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  1. 1m 38s
    1. Welcome
      55s
    2. Using the exercise files
      43s
  2. 38m 8s
    1. Introducing PivotTables
      4m 2s
    2. Formatting data for use in a PivotTable
      4m 31s
    3. Creating a PivotTable
      4m 20s
    4. Pivoting a PivotTable
      3m 47s
    5. Configuring a PivotTable
      3m 23s
    6. Connecting to an external data source
      3m 30s
    7. Connecting to an Access database
      2m 11s
    8. Consolidating data from multiple sources
      4m 37s
    9. Updating and refreshing PivotTable data sources
      4m 21s
    10. Managing PivotTables
      3m 26s
  3. 23m 33s
    1. Adding, removing, and positioning subtotals and grand totals
      3m 27s
    2. Changing the PivotTable data field summary operation
      4m 35s
    3. Summarizing more than one data field
      3m 16s
    4. Creating a calculated field
      2m 27s
    5. Grouping PivotTable fields
      3m 17s
    6. Using PivotTable data in a formula
      4m 47s
    7. Drilling down to the underlying data
      1m 44s
  4. 28m 9s
    1. Sorting PivotTable data
      2m 0s
    2. Creating a custom sort order
      2m 48s
    3. Filtering a PivotTable field by selection
      2m 59s
    4. Filtering a PivotTable by rule
      2m 56s
    5. Filtering a PivotTable using a search filter
      3m 10s
    6. Filtering a PivotTable using slicers
      4m 2s
    7. Formatting slicers
      3m 43s
    8. Filtering a PivotTable with report filter fields
      5m 2s
    9. Clearing and reapplying PivotTable filters
      1m 29s
  5. 15m 2s
    1. Applying a PivotTable style
      5m 5s
    2. Creating a PivotTable style
      4m 37s
    3. Changing the PivotTable layout
      3m 20s
    4. Changing the data field number format
      2m 0s
  6. 24m 33s
    1. Highlighting cells by applying a rule
      2m 54s
    2. Highlighting the top or bottom values in a PivotTable
      3m 30s
    3. Formatting PivotTable cells using data bars
      3m 50s
    4. Formatting PivotTable cells using color scales
      3m 40s
    5. Formatting PivotTable cells using icon sets
      2m 45s
    6. Editing conditional formatting rules
      2m 15s
    7. Controlling how multiple rules are applied
      3m 28s
    8. Deleting a conditional formatting rule
      2m 11s
  7. 24m 0s
    1. Creating a PivotChart
      3m 29s
    2. Pivoting a PivotChart
      3m 5s
    3. Filtering a PivotChart
      3m 45s
    4. Formatting a PivotChart
      3m 35s
    5. Changing a PivotChart layout
      3m 14s
    6. Changing a PivotChart chart type
      4m 30s
    7. Adding a trendline to a PivotChart
      2m 22s
  8. 9m 27s
    1. Printing a PivotTable
      4m 2s
    2. Printing each item on its own page
      3m 30s
    3. Printing a PivotChart
      1m 55s
  9. 13m 30s
    1. Recording and reviewing a macro
      4m 10s
    2. Running a macro
      5m 57s
    3. Creating a simple PivotTable presentation kit
      3m 23s
  10. 20m 19s
    1. Introducing PowerPivot
      2m 9s
    2. Downloading and installing PowerPivot
      3m 38s
    3. Importing PowerPivot data
      3m 14s
    4. Managing table columns
      4m 1s
    5. Adding tables to a PowerPivot model
      2m 27s
    6. Creating relationships between tables
      4m 50s
  11. 24m 30s
    1. Introducing the DAX language
      2m 58s
    2. Using DAX operators
      4m 44s
    3. Surveying DAX functions
      2m 40s
    4. Adding calculated columns and measures
      4m 22s
    5. Using aggregate functions
      4m 24s
    6. Using filters in aggregate functions
      5m 22s
  12. 58s
    1. Additional resources
      58s

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Watch the Online Video Course Excel 2010: Pivot Tables in Depth
3h 43m Intermediate Apr 19, 2011

Viewers: in countries Watching now:

In Excel 2010: Pivot Tables in Depth, author Curt Frye provides comprehensive, hands-on tutorials on Excel PivotTables, including more advanced techniques such as using macros and the new PowerPivot add-in. The course shows how to connect and consolidate data sources to power PivotTables, sort and filter records, display data in a PivotChart, print tables and charts, and also introduces the DAX language for performing advanced summaries in PowerPivot. Exercise files are included with the course.

Topics include:
  • Formatting data for use in a PivotTable
  • Connecting to an external data source
  • Refreshing a data source
  • Adding, removing, and positioning subtotals and grand totals
  • Creating a calculated field
  • Grouping PivotTable fields
  • Clearing and reapplying PivotTable filters
  • Applying field styles
  • Formatting cells
  • Creating a PivotChart
  • Printing PivotTables and PivotCharts
  • Creating relationships between tables in a PowerPivot model
  • Using the DAX language for advanced summaries in PowerPivot
Subject:
Business
Software:
Excel Office
Author:
Curt Frye

Using filters in aggregate functions

When you create a measure using an Aggregate function, PowerPivot calculates that measure's value for every row summarized in the PivotTable field. You can filter your PivotTable to limit your data but if you find yourself creating the same filter many times, you should consider creating a measure that incorporates that filter into its formula. In this movie, I'll show you how to do exactly that. So, we will jump into PowerPivot, clicking the PowerPivot tab on the Ribbon and the PowerPivot Window button, and we will create a measure that includes the filtered formula.

So to do that, we will click the PivotTable button to create a PivotTable andwe will put it on the new worksheet in Excel and click OK. Now remember that we need to use an Aggregate function such as SUMX for the filter to work. So, I'll create a new measure and I'll name it LargerOrders, and I will go down to Formula box. In an Aggregate function, you have the name of the function followed by the table and then the expression.

And the table argument can be a real table or it can be a virtual table that's created using another function, and in PowerPivot you can use the Filter function to create a virtual table that's a subset of the original table. To give you an example, I'll create the formula =sumx(Filter( and now the Filter function takes two arguments: the table that you're referring to and then the actual filter.

In this case, the table's name is Data. Type a comma and now I create a rule that does the filtering. And in this case, I only want to see orders with quantities greater than 18, so in other words 19 or more items. So, for that I will type in Data, a square bracket, and then we are referring to the quantity field so I will type a Q then a Tab to accept that field then a greater than sign and then the number 18. Now I type a right parentheses to close the Filter function and now I'm back in the SUMX function.

Now I will type a comma and now I can type the expression. So, first we'll have the data quantity field. So Data, left square bracket, q for quantity, press Tab, and I'm going to multiply that by the price field. So type an asterisk then data, left square bracket, and p for price. It's the highlighted items so I can press Tab to accept it then a right parentheses. And the formula looks good, so I can click OK.

So, you can see from the body of the PivotTable that the total of my larger orders appears in cell B4. Now, let's compare that to the total of all orders. So, to do that, I will drag the OrderTotal field to the Values area and you can see that the OrderTotal is greater than LargerOrders. The opposite function of the Filter function is called ALL and that ignores any filters in the data model or in the PivotTable. To illustrate that, I'll create another new measure and I will name this one AllStoreSales. Then in the Formula box I will create the formula SUMX. Again we need to use an Aggregate function, left parentheses, the keyword All, then a left parentheses, and then I want every row in the data table so I will type Data, right parentheses, a comma, and now I can type my expression, which will be once again that the Price field times the Quantity field.

So, Data, left square bracket, quantity, type q, and then Tab to accept the highlighted field, asterisk, and then data, left square bracket, p for price. It's highlighted, press Tab to accept it, then a right parentheses, and click OK. When I do, Excel adds that field to the data area of the PivotTable. Now, we will see what happens when I create a report filter based on the StoreID field. So, I'll drag the StoreID field down to the Report Filter area and then I will go up and click the Filter arrow.

Click the expand control next to All and then I'll check the Select Multiple Items box, clear the check box next to All, and then we will just look at the values for Store 1. So, I will click OK and Excel filters the PivotTable. So, you'll notice that the LargerOrders field changed its value, the Sum of OrderTotal field changed its value, but the AllStoreSales field did not change its value and that's because the measure used to produce its value ignores any filters applied to the table.

Building a filter into an aggregate function saves you time when you summarize data in PowerPivot. Be sure to name any filtered measures clearly to assure your PivotTable summarizes exactly the data you want it to. Alternatively, if you always want to measure to display the total of every row in the data model, use the All function in your measure's formula.

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