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