Spurious correlation: cumulative ad spend and cumulative revenue
A marketing lead plots the company's cumulative ad spend against its cumulative revenue, month by month. Both rise every single month, and the two curves correlate at . She presents this as proof that advertising drives revenue.
Why is the 0.99 essentially guaranteed, and how should she analyze the data instead?