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Training Compliance: Exact Row Deduplication + Two-Measure Correlation
x402
Training Compliance: Exact Row Deduplication + 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 2026-10-28).
Deduplicates training compliance records and computes correlation between completed_courses and assigned_courses across up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Exact row deduplication + Two-measure correlation: Exact row deduplication + 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
Two analytical reports: (1) a deduplication report identifying and removing exact duplicate rows from the submitted training compliance records, and (2) a correlation report quantifying the statistical relationship between completed_courses and assigned_courses values across the cleaned dataset. Results are derived entirely from the supplied data with no external lookups.
Example use cases
HR team training audit deduplication
“Here's our Q3 training compliance export with 180 rows across 6 team groups — can you strip out any exact duplicate rows and tell me how strongly the number of completed courses correlates with assigned courses?”
L&D compliance correlation check
“I need to analyze whether teams that are assigned more courses actually complete more of them. I have 95 rows of compliance records with team_group, date, completed_courses, and assigned_courses — please deduplicate and run the two-measure correlation.”
Quarterly training data cleanup
“Our training system exported 200 rows of compliance records but I suspect there are duplicate entries. Can you deduplicate them exactly and give me a correlation report between assigned and completed courses by team group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-050?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 training compliance records and need both exact duplicate removal and a statistical correlation between two numeric measures (completed_courses vs assigned_courses) in a single low-cost call. It is ideal for HR or L&D teams doing periodic data quality checks without needing live lookups, predictions, or professional assessment. Prefer it over general-purpose analytics tools when the dataset is small and the specific combination of deduplication plus two-measure correlation is needed cost-effectively at $0.01 USDC.
Side effects
- Fewer than 1 row submitted — rejected by minItems constraint
- Row missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — validation error
- More than 200 rows submitted — rejected by maxItems constraint
- Date field not matching YYYY-MM-DD pattern — schema validation failure
- Non-numeric or out-of-range values for completed_courses or assigned_courses — validation error
- All rows are identical — deduplication returns a single row, correlation may be undefined
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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