pandas.api.typing.Resampler.median — pandas 3.0.0rc0+33.g1fd184de2a documentation (original) (raw)

final Resampler.median(numeric_only=False)[source]#

Compute median of groups, excluding missing values.

For multiple groupings, the result index will be a MultiIndex

Parameters:

numeric_onlybool, default False

Include only float, int, boolean columns.

Changed in version 2.0.0: numeric_only no longer accepts None and defaults to False.

Returns:

Series or DataFrame

Median of values within each group.

See also

Series.groupby

Apply a function groupby to a Series.

DataFrame.groupby

Apply a function groupby to each row or column of a DataFrame.

Examples

ser = pd.Series( ... [1, 2, 3, 3, 4, 5], ... index=pd.DatetimeIndex( ... [ ... "2023-01-01", ... "2023-01-10", ... "2023-01-15", ... "2023-02-01", ... "2023-02-10", ... "2023-02-15", ... ] ... ), ... ) ser.resample("MS").median() 2023-01-01 2.0 2023-02-01 4.0 Freq: MS, dtype: float64