Bin pandas dataframe by every X rows

Question

I have a simple dataframe which I would like to bin for every 3 rows.

It looks like this:

    col1
0      2
1      1
2      3
3      1
4      0


        

Answer 1

In Python 2 use:

>>> df.groupby(df.index / 3).mean()
   col1
0   2.0
1   0.5

Answer 2

The answer from Roman Pekar was not working for me. I imagine that this is because of differences between Python2 and Python3. This worked for me in Python3:

>>> df.groupby(df.index // 3).mean()
   col1
0   2.0
1   0.5

Answer 3

For Python 2 (2.2+) users, who have "true division" enabled (e.g. by using from __future__ import division), you need to use the "//" operator for "floor division":

df.groupby(df.index // 3).mean()