{ "is_valid": true, "errors": [], "warnings": [], "statistics": { "row_count": 284807, "column_count": 31, "missing_values_total": 0, "duplicate_rows": 1081, "class_counts": { "0": 284315, "1": 492 }, "fraud_ratio": 0.001727485630620034 } }