Filters
When a dashboard defines filters, a filter bar sits at the top:- Date range: opens a calendar bounded to the dates actually present in the data, with the available range shown underneath. Coarser data swaps the day calendar for From and To pickers at its own grain, month or year.
- Multiselect: a checkbox list of the values in the data. The button reads All or N selected.
- Numeric range: Min and Max inputs, with the data’s real range as a guide.

Illustrative

Illustrative
- A card that ignores the filters carries a Not filtered badge. Hover it to read why that card was left out.
- Narrative and headline text is written from the full dataset, and says so, rather than silently pretending to match your filter.

Illustrative