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the categorical columns. Let’s also visualize the numerical columns before proceeding further. Visualizing Numerical Columns train[num_columns] """ OUTPUT: Item_Weight Item_Visibility Item_MRP Outlet_Establishment_Year Item_Outlet_Sales 0 9.300 0.016047 249.8092 1999 3735.1380 1 5.920 0.019278