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Training Compliance String Normalisation & Secondary-Measure Weighted Mean
x402
Training Compliance String Normalisation & 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).
Normalises team/group strings and computes a secondary-measure weighted mean for up to 200 training compliance records (completed_courses, assigned_courses) across two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — String normalisation + Secondary-measure weighted mean: String normalisation + 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 independent analytical reports: (1) a string normalisation report cleaning and standardising team_group label variants across up to 200 rows, and (2) a secondary-measure weighted mean computed over the selected field (completed_courses or assigned_courses), both derived locally from the supplied data with no external lookups.
Example use cases
HR team training completion analysis
“I have this quarter's training compliance data for our HR department — about 120 rows with team names, dates, completed_courses, and assigned_courses. Can you normalise the team group strings and compute a weighted mean for completed_courses across all rows?”
L&D compliance audit by department
“We need to audit learning compliance across 5 departments. I'll give you up to 200 rows of records with row_id, team_group, date, assigned_courses, and completed_courses — please normalise the group labels and give me the secondary-measure weighted mean for assigned_courses.”
Monthly compliance summary for two regions
“Can you analyse our monthly training compliance data for two regional groups? I have around 80 records with completed and assigned course counts per team — run string normalisation and a weighted mean so I can see how each group is performing.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-034?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 training compliance records and need both string normalisation of team/group labels and a weighted mean of a numeric compliance field in a single $0.01 call. Ideal for HR, L&D, or operations teams doing offline batch analysis without requiring live data lookups, external predictions, or professional assessments.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) cause validation errors
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- Null values in the selected numeric field may affect weighted mean calculation
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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