Not to mention less footguns. I used to spend my days unwinding bad habits DS pick up from years of panda abuse.

Credit to pandas for popularizing dataframes in Python, but polars and duckdb are objectively better APIs in addition to their implementation improvements. Agree that it’s time we let it go.