Quietforge Dataset Audit API
Audits a CSV or JSON-array dataset (up to 5 MB, 50,000 rows, 200 columns) for duplicate rows, missing values, inferred types, class imbalance, IQR outliers and PII-pattern counts, combined into a heuristic 0-100 quality score, as JSON or a PDF summary. A free preview route scores a small sample without payment.