Operationalization: Turning Fuzzy Questions Into Measurable Definitions

What 'operationalization' and 'operational definition' mean in data analysis: how vague concepts like 'active user', 'churn', or 'popular' become exact, measurable metric definitions — the method, the validity question, and a real worked example.