Raffaella Gozzini
11/26/2025, 4:21 PMMichael Ullock
11/26/2025, 6:10 PMIFNULL(..., 0) clause, the metric itself will always return 0 instead of null. In this case, the “Treat blank values as 0” option becomes redundant, because there are no longer any nulls—only zeros. The filter will only show rows where the metric is exactly 0 (or less than 1, depending on your filter), but if your data model or visualization does not generate rows for missing data (i.e., if there is no row at all for a given attribute value), those rows will not appear, regardless of the filter or the IFNULL logic.
If you want to display rows for all attribute values (including those with no data), ensure your data model or visualization is set up to show all possible attribute values, possibly by enabling “show missing values” if available. The “Treat blank values as 0” option and IFNULL only affect how nulls are handled in existing rows, not whether missing rows are generated or displayed. If you still do not see the expected rows, it is likely due to the absence of those rows in your data or result set, not the filter or metric logic.Mauricio Cabezas
12/01/2025, 9:52 AM