pandas.core.window.rolling.Rolling.nunique#
- Rolling.nunique(numeric_only=False)[source]#
Calculate the rolling nunique.
Added in version 3.0.0.
- Parameters:
- numeric_onlybool, default False
Include only float, int, boolean columns.
Added in version 1.5.0.
- Returns:
- Series or DataFrame
Return type is the same as the original object with
np.float64dtype.
See also
Series.rollingCalling rolling with Series data.
DataFrame.rollingCalling rolling with DataFrames.
Series.nuniqueAggregating nunique for Series.
DataFrame.nuniqueAggregating nunique for DataFrame.
Examples
>>> s = pd.Series([1, 4, 2, np.nan, 3, 3, 4, 5]) >>> s.rolling(3).nunique() 0 NaN 1 NaN 2 3.0 3 NaN 4 NaN 5 NaN 6 2.0 7 3.0 dtype: float64