Yeah, the readability difference is immense. I worked for years with Pandas and I still cannot "scan" it as quickly as with a "normal" programming language or S

Yeah, the readability difference is immense. I worked for years with Pandas and I still cannot "scan" it as quickly as with a "normal" programming language or SQL. Then there's the whole issue with (multi)-indexes, serialisation, etc. Polars makes programming fun again instead of a chore.