Tutorial Completion Data Quality Suite — Record Audit, Deduplication & IQR Outlier Flags

API ↗

Tutorial Completion Data Quality Suite — Record Audit, Deduplication & 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 2026-11-02).

Runs three independent data quality reports (record quality audit, exact row deduplication, and IQR outlier flagging) on tutorial completion data (starts and completions) for up to 200 rows.

How this service works

Tutorial completion — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied tutorial completion records (starts, completions). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

Output

Three independent analytical reports: (1) a record quality audit highlighting missing, malformed, or invalid field values; (2) an exact row deduplication report identifying duplicate records; and (3) IQR outlier flags on the selected numeric field ('starts' or 'completions'), identifying rows whose values fall outside the interquartile range bounds. All analysis is performed locally on the supplied data with no external lookups.