Using groupby on non-categorical values

[scidam]

You can filter entire dataframe first, e.g.

animals[(9<animals.height)&(animals.height<10)].groupby("kind").agg(
       min_height=('height', 'min'),
        max_height=('height', 'max'),
      average_weight=('weight', np.mean),
   )