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“FDA15” I am going to change it to just “FD” which means Food. Similarly, Instead of “DRC01" I am going to change it to just ‘DR” which means Drinks. train['Item_Identifier'] = train['Item_Identifier'].str[:2] test['Item_Identifier'] = test['Item_Identifier'].str[:2] train[cat_columns].nunique()