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pandas.Series.argsort

Series. argsort ( axis=0, kind='quicksort', order=None ) [source]

Return the integer indices that would sort the Series values.

Override ndarray.argsort. Argsorts the value, omitting NA/null values, and places the result in the same locations as the non-NA values.

Parameters
axis :{0 or “index”}

Has no effect but is accepted for compatibility with numpy.

kind :{‘mergesort’, ‘quicksort’, ‘heapsort’, ‘stable’}, default ‘quicksort’

Choice of sorting algorithm. See numpy.sort() for more information. ‘mergesort’ and ‘stable’ are the only stable algorithms.

order :None

Has no effect but is accepted for compatibility with numpy.

Returns
Series[np.intp]

Positions of values within the sort order with -1 indicating nan values.

See also

numpy.ndarray.argsort

Returns the indices that would sort this array.

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https://pandas.pydata.org/pandas-docs/version/1.4.0/reference/api/pandas.Series.argsort.html