Good things to keep in mind if you're pondering between pandas or polars for your data processing.

Polars really looks like a nice alternative to Pandas with a nice upgrade path from data exploration to production.

Polars looks like an interesting alternative to Pandas in the industrialization phase of a data processing pipeline. The performance difference are really notable with larger volumes. I'd be interested to see how much of it is lost when using its Python API though.