pandas.Panel.clip¶
-
Panel.
clip
(lower=None, upper=None, axis=None, inplace=False, *args, **kwargs)[source]¶ Trim values at input threshold(s).
Parameters: lower : float or array_like, default None
upper : float or array_like, default None
axis : int or string axis name, optional
Align object with lower and upper along the given axis.
inplace : boolean, default False
- Whether to perform the operation in place on the data
New in version 0.21.0.
Returns: clipped : Series
Examples
>>> df 0 1 0 0.335232 -1.256177 1 -1.367855 0.746646 2 0.027753 -1.176076 3 0.230930 -0.679613 4 1.261967 0.570967
>>> df.clip(-1.0, 0.5) 0 1 0 0.335232 -1.000000 1 -1.000000 0.500000 2 0.027753 -1.000000 3 0.230930 -0.679613 4 0.500000 0.500000
>>> t 0 -0.3 1 -0.2 2 -0.1 3 0.0 4 0.1 dtype: float64
>>> df.clip(t, t + 1, axis=0) 0 1 0 0.335232 -0.300000 1 -0.200000 0.746646 2 0.027753 -0.100000 3 0.230930 0.000000 4 1.100000 0.570967