Variance

This technique is useful for data types that are numeric in nature. It can also be applied to Date/Time values.

This follows a statistical approach where we try to algorithmically vary the input data by a factor of +/- X percent. The value of X purely depends on the analysis we are doing and shouldn’t have an overall impact on understanding the business figures.

Let's see a few examples: