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Training Compliance Numeric Distribution and Missing-Value Fill
x402
Training Compliance Numeric Distribution and Missing-Value Fill is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Computes numeric distribution statistics and fills missing values for training compliance records (completed_courses, assigned_courses) across up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Numeric distribution + Explicit missing-value fill: Numeric distribution + Explicit missing-value fill 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) a numeric distribution summary (e.g., min, max, mean, median, std dev, percentiles) for the specified field across supplied rows, and (2) an explicit missing-value fill report showing which rows had nulls and what values were substituted using the chosen method (zero, mean, or median). Results are computed locally from supplied data only — no external lookups.
Example use cases
Compliance gap analysis for HR team
“I have training compliance records for 150 employees across 6 team groups for Q3. Can you run a numeric distribution report on completed_courses and fill any missing values using the median method?”
Missing data cleanup before dashboard refresh
“Before I push my training data to the dashboard, fill in the null assigned_courses values with zero and give me a distribution breakdown — I have about 80 rows covering October 2026.”
Audit course assignment completeness by group
“I need to audit our training compliance data for two departments — run a numeric distribution on assigned_courses and use mean imputation to fill any gaps in the completed_courses column across my 50-row dataset.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-085?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a numeric distribution summary and missing-value imputation for training compliance data (completed_courses or assigned_courses) in a single cheap call ($0.01 USDC). Ideal for HR analytics pipelines that need to clean and characterize training datasets of up to 200 rows without external data dependencies. Not suitable for live data lookup, predictions, or datasets exceeding 200 rows.
Side effects
- Rows array exceeds 200 items — request rejected
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) cause validation errors
- Invalid date format (non-YYYY-MM-DD) fails pattern validation
- Numeric values outside allowed range (-1T to +1T) rejected
- Invalid method enum value (not zero/mean/median) causes error
- Empty rows array rejected (minItems: 1)
- Payment of 0.01 USDC not settled — request not processed
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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