Four Reasons Choosing Polars Over Pandas 

In this video I want to make the case for why I am choosing to switch to Polars from Pandas and why I think you should consider it as well.
Github repo w/ code
github.com/acswindle/polars_y...
0:00 Introduction
2:05 Indexing and Multi-indexing
9:58 Better Declarative API
18:23 Parallelism
23:11 Query Optimization