```json {"role": "dimension", "confidence": 0.85, "reason": "Postal codes are used for geographic grouping, filtering, and slicing in analysis. With 7291 distinct values across 117K rows and 8% nulls, this shows reasonable cardinality for a dimension. While postal codes can identify locations, their primary analytical use is as a geographic dimension for GROUP BY operations, not as join keys."} ```