Every time I try to do time-series cohort analysis or Lifetime LTV expandability on many of the analytics tools out there I get frustrated and up resorting to Tableau. It took mixpanel a decade to finally get some of it right but it's still too simple. I don't like tableau but it sure beats doing custom SQL queries all the time. How do you handle cohort analysis?