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Training Compliance Exact Row Deduplication and Adjacent Row Changes
x402
Training Compliance Exact Row Deduplication and Adjacent Row Changes 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 identify exact duplicate rows and detect adjacent row changes across completed_courses and assigned_courses fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes 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) an exact row deduplication report identifying fully identical rows in the submitted dataset, and (2) an adjacent row changes report highlighting where the selected field (completed_courses or assigned_courses) changed value between consecutive rows. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Audit HR training records for duplicates
“We have 120 training compliance records from different team groups across Q3 and I suspect there are duplicate entries mixed in. Can you run an exact row deduplication plus adjacent row changes analysis on the completed_courses field so I can identify and clean up the duplicates?”
Track assigned course count changes by team
“I need to see where our assigned_courses numbers changed between consecutive rows for our compliance dataset — it covers groups like group-a and group-b across October. Can you run the deduplication and adjacent change reports on the assigned_courses field for these 80 rows?”
Validate compliance data before monthly report
“Before I finalize our monthly training report, I want to make sure our compliance data is clean — can you check these 60 rows for any exact duplicates and flag anywhere the completed_courses value shifted between adjacent rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-046?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local analytical deduplication and change-detection on small-to-medium training compliance datasets (up to 200 rows) without any external data lookup or prediction. Ideal for data quality auditing workflows before reporting, or when you need two distinct compliance data reports (deduplication + adjacent changes) in a single low-cost call. Not suited for large datasets exceeding 200 rows, real-time monitoring, or predictive analytics.
Side effects
- Exceeds 200 row limit — request rejected
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — validation error
- Invalid date format not matching YYYY-MM-DD pattern — schema rejection
- Invalid field enum value (not completed_courses or assigned_courses) — rejected
- Empty rows array — minimum 1 item required
- Numeric values outside allowed range — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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