I did something similar when pocket was announcement: https://github.com/ArturSkowronski/moltres-pocket-analyzer

I wanted a tool that clean the data, tag them and bring a way to analyze them easily with a Notebooks and migrate.

I had a lot of "feels" getting through this :)