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Training Compliance — Exact Row Deduplication + Numeric Distribution
x402
Training Compliance — Exact Row Deduplication + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
Runs two local analytical reports on training compliance records: exact row deduplication and numeric distribution analysis for completed_courses or assigned_courses fields, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution 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 reports: (1) an exact row deduplication report identifying and removing repeated rows from the input dataset, and (2) a numeric distribution summary for the selected field (completed_courses or assigned_courses), including statistical spread metrics — all computed locally with no external lookups.
Example use cases
HR team compliance data deduplication
“I have 120 rows of training compliance records for our teams with row_id, team_group, date, completed_courses, and assigned_courses — can you remove duplicates and show me the distribution of completed_courses across those records?”
Course assignment volume analysis
“Run a numeric distribution report on the assigned_courses field across these 80 training records — I need to see how course assignments are spread across our team groups, and flag any duplicate rows.”
Monthly training audit data cleanup
“Here are our training compliance records for Q3, about 150 rows with row_id, team_group, date, completed_courses, and assigned_courses. Can you deduplicate them and give me a numeric distribution on completed_courses?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-039?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need quick, offline-style deduplication and numeric distribution analysis on training compliance data (up to 200 rows) without requiring a live database, prediction engine, or external service. It is cost-effective at $0.01 per call covering both reports simultaneously. Prefer it over general-purpose analytics tools when your data is already structured with the required fields and you want a bundled dual-report in one call.
Side effects
- Exceeding 200 row limit returns an error or truncates input
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes rejection
- Null values in the selected numeric field may affect distribution calculations
- Empty rows array returns an error due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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