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Training Compliance — Adjacent Row Changes + Equal-Width Histogram
x402
Training Compliance — Adjacent Row Changes + Equal-Width Histogram 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).
Analyzes training compliance data (completed_courses, assigned_courses) by computing adjacent row changes and an equal-width histogram, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram 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) an adjacent row changes report showing the delta in the selected field (completed_courses or assigned_courses) between consecutive rows, and (2) an equal-width histogram breaking the selected field's values into the specified number of bins with frequency counts — all computed locally from the supplied data, no external lookups.
Example use cases
Weekly compliance trend review
“I have 50 training compliance records for this week across our team groups — can you run the adjacent row changes and a 10-bin histogram on completed_courses so I can see how completions are shifting day to day?”
Course assignment distribution audit
“Can you analyze these 120 records of assigned_courses data and produce both a row-over-row difference report and an equal-width histogram with 8 bins so I can see where course assignments are clustering?”
Team training gap analysis
“Here are 80 compliance records for groups A and B with completed and assigned course counts — please compute adjacent row changes and a 5-bin histogram on assigned_courses so I can spot where the gaps are biggest.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-156?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 training compliance records and need both a sequential change analysis and a frequency distribution in a single low-cost call ($0.01 USDC). It is ideal for HR analytics pipelines, LMS reporting, or compliance dashboards where you want row-over-row deltas alongside a histogram without building custom analytics code. Prefer alternatives if you need predictions, external data lookups, more than 200 rows, or a different pair of analytical reports.
Side effects
- More than 200 rows submitted — endpoint rejects or truncates input
- Invalid date format (not YYYY-MM-DD) causes row validation failure
- bins parameter outside 1–30 range causes rejection
- Missing required fields (row_id, date, completed_courses, assigned_courses) causes row-level errors
- Null values in numeric fields may affect change calculations
- All-null column produces degenerate histogram with no meaningful bins
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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