Duplicate Observations — Record Quality Audit + IQR Outlier Flags

API ↗

Duplicate Observations — Record Quality Audit + IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-18).

Performs a record quality audit and IQR-based outlier detection on up to 200 rows of duplicate observation data (duplicate_rows, total_rows), returning two independent analytical reports.

How this service works

Duplicate observations — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied duplicate observations records (duplicate_rows, total_rows). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

Output

Returns two independent analytical reports: (1) a record quality audit covering issues such as missing values, invalid ranges, and data consistency in the supplied duplicate observation rows, and (2) IQR-based outlier flags identifying which rows have statistically extreme values in the selected field (duplicate_rows or total_rows). All analysis is performed locally on the supplied data with no external lookups.