A chart shows a strong correlation between campaign spending and revenue. What conclusion is defensible?

1. The variables are associated, but causation requires additional evidence
2. The result guarantees the same relationship in every future market
3. Spending is proven to be the only cause of revenue
4. Every data point must be an error because correlation is imperfect