UV Layouts Data Quality Audit, String Normalisation & Category Frequencies

API ↗

UV Layouts Data Quality Audit, String Normalisation & Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).

Runs three analytical reports on UV layout records (island_count, occupied_percent): a record quality audit, string normalisation, and category frequency analysis — all on user-supplied data up to 200 rows.

How this service works

UV layouts — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies for supplied uv layouts records (island_count, occupied_percent). 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 reports returned together: (1) a record quality audit flagging issues like nulls, out-of-range values, or malformed dates across all submitted rows; (2) string normalisation output for text fields like asset_group; (3) category frequency counts showing how often each asset_group value appears. All computed locally on the supplied data — no external lookups or predictions.