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Training Compliance — Duplicate Key Report + Trailing Mean Series
x402
Training Compliance — Duplicate Key Report + Trailing Mean Series 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).
Analyzes up to 200 training compliance records to produce a duplicate key report and a trailing mean series for completed or assigned courses.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series 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 identifying rows with repeated identifiers within the supplied dataset, and (2) a trailing mean series for the selected metric field (completed_courses or assigned_courses) computed over the specified rolling window — all based solely on the submitted rows with no external lookups.
Example use cases
Spot duplicate entries in compliance logs
“I have 150 rows of weekly training compliance data and I want to know if any row_id or team-date combination appears more than once — can you run a duplicate key report on completed_courses with a window of 3?”
Track rolling course completion trends
“Compute a 5-period trailing mean on the assigned_courses field for my training compliance dataset covering Q4 2026 — I'll paste the rows now.”
Audit team training records before HR review
“Before our HR review meeting, can you scan these 80 training compliance records for duplicate keys and also give me a trailing mean series (window 2) on completed_courses so I can spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-061?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a rolling/trailing mean time series for training compliance data (completed or assigned courses) in a single low-cost call. It is ideal for HR and L&D analytics pipelines that need to clean and trend-analyze compliance records without any external data enrichment or live predictions. Best suited for batch sizes up to 200 rows.
Side effects
- Fewer than 1 row submitted — minimum 1 row required
- More than 200 rows submitted — exceeds maxItems limit
- Invalid date format (must match YYYY-MM-DD)
- row_id exceeds 80 characters or is empty
- window value outside 2–200 range
- field value not one of 'completed_courses' or 'assigned_courses'
- Malformed numeric values for completed_courses or assigned_courses outside allowed range
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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