Very cool, seems like something I wanted to implement for my life dashboard (health/sleep/exercise/etc) https://github.com/karlicoss/dashboard

I'm heavily relying on pandas frames for manipulating the data, and have been thinking of ways to make it type safe[r], will give your library a try!