dataframe groupby object code example

Example 1: dataframe, groupby, select one

df.sort_values('date').groupby(['id', 'period', 'type']).first()

Example 2: groupby in pandas

>>> df = pd.DataFrame({'Animal': ['Falcon', 'Falcon',
...                               'Parrot', 'Parrot'],
...                    'Max Speed': [380., 370., 24., 26.]})
>>> df
   Animal  Max Speed
0  Falcon      380.0
1  Falcon      370.0
2  Parrot       24.0
3  Parrot       26.0
>>> df.groupby(['Animal']).mean()
        Max Speed
Animal
Falcon      375.0
Parrot       25.0

Example 3: pandas groupby

data.groupby('month', as_index=False).agg({"duration": "sum"})