BACKGROUND: 

We rely on fact_analytics to forecast fact_sales.  In theory, the numbers across the two tables should aggregate to the same values.  This of course is not the case.  For certain stores (say iTunes), the difference between the two tables is a fraction of a percent.   For spotify however, these differences vary wildly, at times upwards of 20% difference.