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Customer acquisition Expense (CAC): the whole revenue and marketing Expense necessary to land a new customer. By comparing CAC to CLV, businesses can evaluate the effectiveness in their customer acquisition attempts. Notice the detrended data however consist of some remaining level of sound, which we decide not to eliminate. The remainder element,