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Training Compliance String Normalisation and Category Frequencies
x402
Training Compliance String Normalisation and 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 2026-10-26).
Normalises string fields and computes category-frequency distributions across up to 200 training compliance records (completed_courses, assigned_courses).
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — String normalisation + Category frequencies: String normalisation + Category frequencies for supplied training compliance records (completed_courses, assigned_courses). 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
Two analytical reports on the supplied rows: (1) a string normalisation report cleaning and standardising text fields such as team_group, and (2) a category frequency report showing how many records fall into each distinct category value. No external lookups or predictions are included; all analysis is computed locally on the submitted data.
Example use cases
Team group frequency audit
“I have a spreadsheet of training records for about 150 employees across different team groups — can you clean up the team_group names and tell me how often each group appears in the data?”
Course completion category distribution
“We track assigned and completed courses per team per day. Can you take these 80 rows of compliance data, normalise any messy string fields, and give me a frequency breakdown by category?”
Monthly compliance data cleanup
“I'm preparing a monthly compliance report and need the team_group strings standardised and a count of how many records fall into each category — here are 120 rows of data for October 2026.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-024?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, local computation on small-to-medium training compliance datasets (up to 200 rows) and want both string normalisation and category frequency reports in a single low-cost call ($0.01 USDC). It is best suited for HR analytics, compliance audits, and data-cleaning workflows where no live lookups, ML predictions, or external integrations are required.
Side effects
- Rows array is empty or missing — validation error returned
- More than 200 rows submitted — request rejected with limit exceeded error
- Required fields (row_id, team_group, date, completed_courses, assigned_courses) missing from one or more rows — validation error
- Date field does not match YYYY-MM-DD pattern — schema validation failure
- completed_courses or assigned_courses values outside allowed numeric range — rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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