Text and categorical columns

The .str accessor applies string methods element-wise, vectorised and NaN-safe.

str.split with expand=True turns one column into several, and str.extract pulls out a regex group.

An ordered categorical gives text a meaningful sort order, so 'low, medium, high' no longer sorts alphabetically.