Revenue Drop

An online retail company has been witnessing a decrease in revenue over the past year. You are provided with the following transaction data: - Sale date - Total amount spent by customers - Profit margin per unit - Quantity sold - Product category - Product subcategory - Source of marketing attribution - Percentage discount applied How would you go about analyzing this dataset to pinpoint the exact areas contributing to the revenue decline?