I need to identify the most important numeric metric in the Iris dataset and show its highest and lowest records. Let me start by examining what numeric metrics are available and understanding their significance. ```json { "action": "tool_call", "reasoning": "The dataset card shows 4 numeric measures: SepalLengthCm, SepalWidthCm, PetalLengthCm, and PetalWidthCm. To determine which is most important, I should check the gold table Iris_by_Species which contains aggregations by species. This will help me understand which metric shows the most variation and discriminative power across species, which would make it most important for this classic classification dataset.", "tool": "query_sql", "args": { "sql": "SELECT Species, row_count, SepalLengthCm__avg, SepalLengthCm__min, SepalLengthCm__max, SepalWidthCm__avg, SepalWidthCm__min, SepalWidthCm__max, PetalLengthCm__avg, PetalLengthCm__min, PetalLengthCm__max, PetalWidthCm__avg, PetalWidthCm__min, PetalWidthCm__max FROM Iris_by_Species ORDER BY Species", "purpose": "Examine all numeric metrics aggregated by species to identify which shows the most variation and discriminative power", "source": "gold" } } ```