Numerical
Numerical feature analysis and preprocessing.
Class
from lochan_eda import Numerical
numerical = Numerical()
numericalProfile = Numerical(profiler_df=df)Methods
fit()
fit(data, exclude=None)learn data behaviour and return None.
Example
numerical.fit(df, exclude=None)transform()
transform(data, exclude=None)Execute learnt things and return preprocessed df.
Example
numerical.transform(df, exclude=None)summary()
summary()Return Numerical statistical summary.
Example
numericalProfile.summary()plot()
plot()Return Numerical visualization and download its image in your local environment.
Example
numericalProfile.plot()