You have been provided with transactional records of all the stores at product level. Due to power failure and technical glitches, some stores might not report all data, hence the data may have missing values.
Item_ID: Unique product ID
Item_Weight: Weight of the product
Item_Sugar_Content: Sugar content of the product
Item_Visibility: The percentage of total display area of all products in Chief Babatunji’s supermarket allocated to the particular product
Item_Type: The category to which the product belongs
Item_Price: Retail price of the product
Store_ID: Unique store ID
Store_Start_Year: The year in which store was opened
Store_Size: The size of the store in terms of total ground area covered
Store_Location_Type: The type of city in which the store is located
Store_Type: Description of the store based on category of items sold
Item_Store_ID: Unique identifier of each product type per supermarket.
Item_Store_Returns: Profit returns on the product in the particular store. This is the outcome variable to be predicted.