Data Sketches are a powerful way to get fast approximations for a bunch of measures that are very expensive to compute precisely. This includes distinct counts and quantiles.

Here’s a neat trick when working with Imply Pivot. Imagine you are running an online business, and you want to be notified whenever your online sales fall below a threshold value. You configure an alert to check your sales on an hourly basis but you find a pattern like this: