Your web framework and ORM are really handy tools to get work done, and do it quickly. They aren't a silver bullet, though. Sometimes the database is the best place to run a complicated query. Especially when you have big transactional or time-series data. Postgres has some powerful functionality that can help transform data from a giant pile of stuff into something actionable and useful. I will show how to take advantage of the JSON datatype, Common Table Expression, and materialized views to build impressive data visualizations.