Mean, quantile and other way to analyze a variable in Python

@Cyrine wrote:

Hello,

I have a variable which represents the activation energy for machine.

df_no_missing['P_ACT_KW'].describe()

Out[30]:

count     52.000000
mean     157.166586
std       26.373297
min       89.214953
25%      145.168403
50%      155.868056
75%      173.538194
max      241.400000
Name: P_ACT_KW, dtype: float64

I would like to categorize these machine depending their energy activation value : high activation, medium activation or low activation.
Have you an idea to help me how can I segment P_ACT_KW values in these 3 categories?

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