Example 3: On average, how long does data stay invalid?
- Last UpdatedNov 24, 2025
- 2 minute read
Problem: You want to understand how long data stays invalid, on average.
To create a PivotTable that indicates how long data stays invalid, on average
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From the Problem Audit Summary in AVEVA Measurement Advisor, create a filter that gathers the following information:
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Date
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Problem Class — Data Validation
For more information on filters, see Filters.
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Export the Excel file.
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Open the new file you created, and add a new column called Latency in Minutes and introduce the formula in the cell below:
=MINUTE(IFERROR(TEXT(<Revision Date Time> - <Last Mod Time>,"hh:mm:ss.000"),0))
Note: In order to be successful, you must replace the Column Name (in this case, the Revision Date Time and the Last Mod Time) with the corresponding cell location. For example, replace "<Revision Date Time> with the cell location (like S2) for the second row.
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Create a PivotTable. For more information, see Create a PivotTable from the exported data.
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Select the Problem Class and Problem Type from the Pivot Table Fields list, and add those to the Rows area.
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Select Latency in Minutes and add it to the Values area.
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Select on the Latency in Minutes field in the Values area and open the Value Field Settings.
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Change the Summarize values field by to Average.

When you are finished selecting the PivotTable fields, it should appear as follows:

The resulting data would resemble the image below, with the the cell C5 being the average time the data remained invalid.
