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Training Assessments Duplicate Key Report and Adjacent Row Changes
x402
Training Assessments Duplicate Key Report 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 training assessment records (pre_score, post_score) to produce two reports: a duplicate key report and adjacent row changes, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training assessments — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes for supplied training assessments records (pre_score, post_score). 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) a duplicate key report identifying rows sharing the same key/identifier, and (2) an adjacent row changes report showing value differences between consecutive rows, both computed locally on the supplied training assessment data (pre_score or post_score field) for up to 200 input rows.
Example use cases
Audit training dataset for duplicate entries
“I have 150 rows of employee training assessment records with row IDs, course groups, dates, pre-scores and post-scores — can you run a duplicate key report on the pre_score field to see if any row IDs are repeated?”
Spot sequential score shifts between assessment rows
“Can you analyze my training assessment records and generate an adjacent row changes report for post_score so I can see how scores shifted between consecutive entries? I have about 80 rows with fields like row_id, course_group, date, pre_score, and post_score.”
Data quality check before course outcome analysis
“Before I run my course outcome analysis, I need to check my 200-row training assessment dataset for duplicate row IDs and sudden changes between adjacent rows — can you generate both the duplicate key report and the adjacent row changes report for the pre_score field?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-11-062?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have training assessment records (with pre/post scores) and need two simultaneous data quality reports — duplicate key detection and adjacent row change analysis — without any external lookup or live data dependencies. It is ideal for batch data auditing workflows before downstream analytics, offering both reports in a single $0.01 call for up to 200 rows.
Side effects
- Missing required fields (row_id, course_group, date, pre_score, post_score) will cause validation errors
- Submitting more than 200 rows will be rejected
- Invalid date format (not YYYY-MM-DD) will fail schema validation
- Empty rows array will be rejected
- Invalid field selector (not 'pre_score' or 'post_score') will cause an error
- Payment failure or insufficient USDC balance will block the request
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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