Watch Out for Tricky Data: The Comedy of Spurious Correlations. We've all heard the mantra "Correlation doesn't imply causation," but let's face it—when we see lines holding hands on charts or bars rising in harmony, our data-loving hearts yearn for a story, a reason, a grand explanation.