artifacts/data_validation.json

{
  "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
  }
}