Filtering and Aggregation at the Visual Level

Currently, if I want to show the same dataset with different aggregation groups (i.e. Sum of dex trades by app, or by token, or by day), this requires a distinct query for each aggregation. Similarly, if I want to have visuals from the same dataset, but with different filters (i.e. include tokens a,b,c; show trades before day x), I also have to either create a new query, or add a parameter which causes the entire query to re-run on update. I'd like to be able to run one top-level query to pull my entire desired dataset (similar to a view), but instead of creating multiple queries and query parameters, which each have to run on their own, I use the visuals to filter and aggregate data as needed. Current: Many queries, no visual level filtering/aggregation Potential: One query, visual-level filtering/aggregation. Amazon Quicksight works this way, I believe Tableau does as well: https://docs.aws.amazon.com/quicksight/latest/user/creating-a-visual.html