I'm one of those people myself, and have whittled my Pandas use down to displaying pretty tables in Jupyter. Everything else I do in straight Numpy.
Imo numpy is not better than pandas for the things you'd use pandas for, though polars is far superior.
Imo numpy is not better than pandas for the things you'd use pandas for, though polars is far superior.