Web Reference: Sort a DataFrame by the index. Similar method for a Series. Sort by a single column. In this case, we are sorting the rows according to values in col1: Sort by multiple columns. You can also provide multiple columns to by argument, as shown below. In this tutorial, you'll learn how to sort data in a pandas DataFrame using the pandas sort functions sort_values () and sort_index (). You'll learn how to sort by one or more columns and by index in ascending or descending order. 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.
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