hash encoding transform data

for column_name in categorical_data.columns  :
    unique_components=len(categorical_data[column_name].unique())
    hashencoder=HashingEncoder(cols=column_name,n_components=unique_components)

    transformed_data=hashencoder.fit_transform(df_he[column_name])

    temp_col=transformed_data.columns  
    transformed_data.columns=[column_name + col for col in temp_col]
    df_he[transformed_data.columns  ] = transformed_data

df_he