dask.dataframe.tseries.resample.Resampler.quantile

dask.dataframe.tseries.resample.Resampler.quantile

Resampler.quantile()[source]

Return value at the given quantile.

This docstring was copied from pandas.core.resample.Resampler.quantile.

Some inconsistencies with the Dask version may exist.

Parameters
qfloat or array-like, default 0.5 (50% quantile) (Not supported in Dask)
Returns
DataFrame or Series

Quantile of values within each group.

See also

Series.quantile

Return a series, where the index is q and the values are the quantiles.

DataFrame.quantile

Return a DataFrame, where the columns are the columns of self, and the values are the quantiles.

DataFrameGroupBy.quantile

Return a DataFrame, where the columns are groupby columns, and the values are its quantiles.

Examples

>>> ser = pd.Series([1, 3, 2, 4, 3, 8],  
...                 index=pd.DatetimeIndex(['2023-01-01',
...                                         '2023-01-10',
...                                         '2023-01-15',
...                                         '2023-02-01',
...                                         '2023-02-10',
...                                         '2023-02-15']))
>>> ser.resample('MS').quantile()  
2023-01-01    2.0
2023-02-01    4.0
Freq: MS, dtype: float64

>>> ser.resample('MS').quantile(.25)  
2023-01-01    1.5
2023-02-01    3.5
Freq: MS, dtype: float64

previous

dask.dataframe.tseries.resample.Resampler.prod

next

dask.dataframe.tseries.resample.Resampler.sem