Evaluating Revenue Decline

An ecommerce company is experiencing a reduction in revenue for the past 12 months. You have the following transaction data:

• Date of sale

• Total $ Amount paid by customer

• Profit Margin per unit

• Quantity of item

• Item category

• Item subcategory

• Marketing attribution source

• % discount applied

How would you analyze the dataset to understand exactly where the revenue loss is occurring?