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Training Compliance Record Quality Audit + Category Frequencies
x402
Training Compliance Record Quality Audit + 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 2026-10-28).
Performs a record quality audit and category frequency analysis on up to 200 training compliance rows (completed_courses, assigned_courses), returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Record quality audit + Category frequencies: Record quality audit + 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 independent analytical reports: (1) a record quality audit identifying data issues such as nulls, out-of-range values, or malformed fields across the supplied training compliance rows; and (2) a category frequency report showing the distribution and frequency counts of records by team_group and other categorical fields. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
HR data quality check before reporting
“I need to run a quality audit on our training compliance data before the quarterly report — can you check these 120 rows of completed_courses and assigned_courses records by team group and flag any data quality issues?”
Team training completion frequency analysis
“Can you give me a category frequency breakdown of our training records across all team groups? I want to see how often each team group appears and spot any patterns in the data across these 80 rows.”
Compliance data validation for L&D audit
“We're preparing for a learning and development audit — can you check these 200 training compliance records for data quality problems and give me a summary of how the assigned and completed course counts are distributed by team?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-006?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and category frequency analysis on training compliance records in a single low-cost call. Ideal for HR or L&D teams validating course completion data before reporting, audits, or dashboarding, especially when working with batch data up to 200 rows and wanting two complementary analytical views without needing live lookups or predictive modeling.
Side effects
- Exceeding 200 rows returns an error or truncation
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes validation failure
- Malformed date strings not matching YYYY-MM-DD pattern are flagged or rejected
- Numeric values outside allowed range trigger schema validation errors
- Empty rows array returns an error (minItems: 1)
- Payment failure via x402 protocol results in no response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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