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Training Compliance IQR Outlier Flags and Two-Measure Correlation
x402
Training Compliance IQR Outlier Flags and Two-Measure Correlation 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).
Runs IQR-based outlier detection and two-measure correlation analysis on training compliance records (completed_courses, assigned_courses) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation 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 anomalous values in the specified field, and (2) a two-measure correlation report between completed_courses and assigned_courses — all computed locally without external lookups or live data.
Example use cases
Outlier detection in L&D records
“I have 150 rows of training data with row_id, team_group, date, completed_courses, and assigned_courses — can you flag any IQR outliers in completed_courses and tell me which rows look anomalous?”
Correlation check between assigned and completed courses
“Run a two-measure correlation between completed_courses and assigned_courses across my training compliance records — here are 80 rows with row_id, team_group, date, and both course fields.”
Team compliance audit for HR
“I need to audit our Q3 training compliance data — 120 rows across several team groups. Flag outliers using IQR and show me how strongly completed_courses correlates with assigned_courses.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-176?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, affordable statistical analysis of training compliance records — specifically IQR-based outlier detection and two-measure correlation — on up to 200 rows at $0.01 USDC for both reports. Ideal for HR or L&D teams doing batch quality checks on course completion data without needing real-time lookups or predictive modeling.
Side effects
- Input exceeds 200 rows — API rejects with validation error
- Missing required fields (row_id, date, completed_courses, assigned_courses) cause schema validation failure
- Date field not in YYYY-MM-DD format triggers pattern validation error
- Null values in numeric fields may affect correlation computation
- Single-row input may produce meaningless statistical results
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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