Web Reference: Jul 10, 2025 · Whether we're working with small datasets or large ones, sorting allows us to arrange data in a meaningful way. Pandas provides the sort_values () method which allows us to sort a DataFrame by one or more columns in either ascending or descending order. This can be done using natsort package, which provides a function to generate a key to sort data in their natural order: Sort using a key Since pandas 1.1.0, we can pass a key= parameter which admits a function as a sorting key much like the key argument in the builtin sorted() function in Python.
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