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Training Compliance — Exact Row Deduplication + Secondary-Measure Weighted Mean
x402
Training Compliance — Exact Row Deduplication + Secondary-Measure Weighted Mean 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).
Deduplicates training compliance records and computes a secondary-measure weighted mean for completed_courses and assigned_courses data, producing two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean 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: (1) the dataset after exact row deduplication, and (2) a secondary-measure weighted mean computed over the specified field (completed_courses or assigned_courses), both derived from the supplied training compliance rows.
Example use cases
HR compliance audit deduplication
“I have a list of training records from our HR system with some duplicate rows — can you deduplicate them and compute a weighted mean of completed_courses across our team groups? I'll give you the rows with row_id, team_group, date, completed_courses, and assigned_courses fields.”
Team training completion rate analysis
“Can you take these course completion records for group-a and group-b and clean out any exact duplicate rows, then give me a secondary-measure weighted mean for assigned_courses so I can compare training load across teams?”
Monthly compliance data cleanup
“I need to process this month's training compliance export — it has duplicate entries that need to be removed and I want a weighted mean of completed_courses to include in our monthly compliance summary. The data has about 150 rows with row_id, team_group, date, and course counts.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-051?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to clean duplicate training compliance records and compute a weighted average metric (completed_courses or assigned_courses) in a single low-cost call. It is ideal for batch processing up to 200 HR/LMS records offline without any external lookups or live data dependencies. Prefer it over manual processing or general-purpose analytics tools when you need a deterministic, reproducible two-report output at minimal cost ($0.01 USDC).
Side effects
- Input exceeds 200 row limit — request rejected
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — validation error
- Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure
- Numeric values out of allowed range (±1,000,000,000,000) — rejected
- Empty rows array — minimum 1 item required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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