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Training Compliance IQR Outlier Flags & Date-by-Category Pivot
x402
Training Compliance IQR Outlier Flags & Date-by-Category Pivot 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 up to 200 training compliance records to generate IQR-based outlier flags and a date-by-category pivot report for completed and assigned courses.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot 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) IQR outlier flags identifying which rows have statistically unusual values for the selected field (completed_courses or assigned_courses), and (2) a date-by-category pivot table summarizing the selected metric grouped by date and team_group category — all computed locally without external lookups.
Example use cases
Flag outlier teams in course completions
“I have compliance records for 10 teams over the past quarter — can you flag any rows where completed_courses looks like an outlier using IQR, and also give me a pivot by date and team group?”
Spot anomalies in assigned course loads
“Run an IQR outlier analysis on our assigned_courses data across 50 team rows and show me a date-by-category breakdown — I want to see which groups have unusually high or low assignments.”
Monthly compliance audit pivot report
“I need to audit our monthly training compliance — here are 200 rows with row IDs, team groups, dates, and completed vs assigned course counts. Give me the IQR outlier flags and a date-by-category pivot for completed_courses.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-178?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both IQR-based statistical outlier detection and a date-by-category pivot report on training compliance data (completed_courses or assigned_courses) in a single $0.01 call for up to 200 rows. Ideal for HR analytics, L&D audits, or compliance dashboards where you supply your own data and need fast local statistical analysis without external lookups or predictions.
Side effects
- Fewer than 1 row provided — returns validation error
- More than 200 rows submitted — rejected with limit error
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — schema validation failure
- Invalid date format (not YYYY-MM-DD) — pattern mismatch error
- Invalid field enum value (not completed_courses or assigned_courses) — rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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