Detect columns that behave like IDs and decide how to treat them.
Concepts: IDs; near-unique columns; overfitting risk
Project A: No ID or high-cardinality column. credit_amount has 921 unique values but is numeric, not an ID.
Project B: Timestamp is the index; weather 'weather_id' codes duplicate the description → keep one.
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