ENH: enable skipna on groupby reduction ops · Issue #15675 · pandas-dev/pandas (original) (raw)

Edit[rhshadach]: The following methods do not have a skipna argument in groupby, but do have such an argument on the Series/DataFrame variant.

In [19]: import pandas as pd
    ...: import numpy as np
    ...: d = {'l':  ['left', 'right', 'left', 'right', 'left', 'right'],
    ...:      'r': ['right', 'left', 'right', 'left', 'right', 'left'],
    ...:      'v': [-1, 1, -1, 1, -1, np.nan]}
    ...: df = pd.DataFrame(d)
    ...: 

In [20]: df.groupby('l').v.sum()
Out[20]: 
l
left    -3.0
right    2.0
Name: v, dtype: float64

In [21]: df.groupby('l').v.apply(lambda x: x.sum(skipna=False))
Out[21]: 
l
left    -3.0
right    NaN
Name: v, dtype: float64