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Marketing
You are the growth analyst for a subscription app. 40 campaigns ran across five channels last quarter. The CMO wants to see the funnel (click-through, conversion), what each customer cost, which campaigns paid for themselves, and which channel to double down on. Some campaigns won no customers, so watch for division by zero.
Deliverable: CTR, conversion, CAC (with errors handled) and ROAS columns, a channel table, the best channel, a live list of winning campaigns, highlighted ROAS and a spend-vs-revenue chart.