As a data scientist, numbers do not scare me. In fact, I love numbers. When those numbers have a dollar signed attached to them, I love them even more. Money and data go hand-in-hand. In the business world, the best thing to keep track of finances is a profit and loss (P&L) chart. This is also known as the common accounting practice of job costing.