Handling null data points
This artcile demonstrates how to handle null data points in the data visualizations. If there are rows that has no data, you could make a rule to those values in the table or chart.
Using "Missing data rule" option in the "Configure metric set element" panel window would allow you to display the data points that were hidden. By default, it is set to "None", thus, the null data points are not displayed.
2. Getting started
In this example, we will use the Sales.SalesPerson table from the AdventureWorks database. First, drop the SalesPerson.BusinessEntityID on the dashboard canvas to show the rows:
Then, drop SalesQuota in the Clumn area:
Notice that BusinessEntityID 274 is missing in the list after the SalesQuota was dropped in the table.
3. Using a missing data rule
To view the missing BusinessEntityID, open the Data Analysis Panel, and edit the measure (in this case, SalesQuota).
On the Configure Metric Set Element panel, under Metric Set Default Values, go to Missing Data Input Rule. In this drop-down, you will find options for which missing data points are used.
Here are the options:
- Ignore Nulls (default) – does not include any null values.
- Source Nulls – includes only the null values present in the database.
- Full Nulls – includes all null values. This includes null values that were generated by combining the involved hierarchy members.
Select the Source Nulls option. BusinessEntityID 274 shows an empty cell for SalesQuota. Go to Missing Data Output Rule. In this area, you will find options for how to display the missing data points.
Here are the options:
- None – does not display the data point.
- Empty – displays nothing on the data point.
- Zero – displays zero on the data point.
- Average – displays the average between the previous and next data points.
- Average Non-Missing Data – displays the average between the previous and next non-empty data points.
- Rolling Average – displays the average of the previous data points.
Select the Empty option. In the Empty Value Text field, indicate N/A.
BusinessEntityID 274 shows N/A for SalesQuota.
4. Styling missing data cells
You can style cells with missing data to look different from actual data cells. Open the Properties tab for the table.
In the Look section, select Missing Data Style.
Set the Cell Color and Font Color field to distinguish cells showing data calculated by the missing data rule.
5. See also
- Video: Building a Basic Chart
- Using chart properties
- View data with a chart and drill down
- Handling null value in a state indicator column