Data Reconciliation: String Normalisation + Category Frequencies

API ↗

Data Reconciliation: 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 2026-10-19).

Analyzes up to 200 data reconciliation rows (source_total vs target_total) by producing two reports: string normalization of text fields and category frequency distributions across dataset groups.

How this service works

Data reconciliation — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied data reconciliation records (source_total, target_total). 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 analytical reports for the submitted rows: (1) a string normalization report that standardizes and cleans text fields such as row_id and dataset_group, and (2) a category frequency report showing the count and distribution of each distinct dataset_group value across all submitted rows. No external lookups or predictions are made — all analysis is performed locally on the supplied data.