Unexpected Trend in Consumer Data

Scenario

You are reviewing consumer data in SPSS or a similar tool and notice an unexpected trend in purchase behavior across two segments. The pattern looks meaningful, but you need to test whether it is statistically real or just random variation.

Question

Tell me about a time you used SPSS or a similar tool to uncover an unexpected trend in consumer data.