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Sort and Rank in Pandas

Sort and Rank in Pandas

In this lesson, the rank and sort functions of pandas objects are explained.

Sort

Sort, as the name suggests, simply sorts a Series object in ascending order. The pandas package provides functions to sort both the indexes and their values. The following functions are used for this:

  • sort_index(): This function sorts the indexes in ascending order. It works on the alphabetic, numeric, and alphanumeric indexes. The non-numeric index values are treated as corresponding ASCII codes and sorted accordingly.
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