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Training Compliance — Duplicate Key Report + Category Frequencies
x402
Training Compliance — Duplicate Key Report + 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).
Analyzes training compliance records to produce a duplicate row_id report and category frequency breakdown for completed_courses and assigned_courses fields, using local analytical engines on up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Duplicate key report + Category frequencies: Duplicate key report + 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
Returns two independent analytical reports: (1) a duplicate key report listing any row_id values that appear more than once in the submitted dataset, and (2) category frequency tables showing how often each distinct value appears in the completed_courses and assigned_courses fields, based entirely on the supplied data with no external lookups.
Example use cases
Audit HR training records for duplicates
“I just exported our quarterly training compliance data — can you scan these 150 rows for any duplicate row IDs and also tell me how often each completed_courses value appears across teams? Here are the records.”
Team compliance frequency breakdown
“I have training records for our sales and engineering teams for Q1 2025 — can you run a frequency analysis on both completed_courses and assigned_courses, and flag any row_ids that show up more than once?”
Data quality check before compliance report
“Before I submit our annual compliance report, please check these training records for any duplicate row keys and give me a category frequency summary for completed and assigned courses so I can spot anomalies.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local data-quality checks on training compliance records specifically — detecting duplicate row identifiers and understanding value distributions for completed_courses and assigned_courses — without sending data to an external prediction or lookup service. Best suited for batches of up to 200 rows at very low cost ($0.01 USDC for both reports). Not suitable if you need real-time course data, predictive analytics, or compliance assessments beyond what the supplied rows contain.
Side effects
- Fewer than 1 row submitted — validation error
- More than 200 rows submitted — exceeds maximum batch size
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — schema validation failure
- Invalid date format (not YYYY-MM-DD) — pattern validation error
- Numeric values outside allowed range (±1,000,000,000,000) — schema rejection
- Payment not completed — 402 Payment Required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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