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Training Assessments — Numeric Row Ordering + Keyed Dataset Comparison
x402
Training Assessments — Numeric Row Ordering + Keyed Dataset Comparison 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).
Ranks training assessment records by a numeric score field and compares two datasets of pre/post assessment scores using row keys, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training assessments — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison 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 analytical reports: (1) a numeric row ordering of the submitted assessment records ranked by the specified score field (pre_score or post_score), and (2) a keyed dataset comparison that matches rows between the primary and secondary datasets by row_id and reports differences in the score fields. Both reports operate entirely on supplied data with no external lookups.
Example use cases
Compare pre/post scores across cohorts
“I have two groups of 80 trainees from our onboarding program — can you rank them by post_score and compare the two cohort datasets side by side? I'll give you both sets of records with row_id, course_group, date, pre_score, and post_score.”
Rank assessment results by pre-training baseline
“Sort these 120 training assessment records by pre_score so I can see who came in with the strongest baseline knowledge, and then compare them against our control group dataset. Each row has a row_id, course_group, date, pre_score, and post_score.”
Before and after training effectiveness check
“I ran a training program in March and again in June — here are both sets of assessment data with up to 150 rows each. Can you rank the June results by post_score and compare the two datasets by row key so I can see what changed?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-11-123?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a ranked ordering of training assessment records by a numeric score field AND a side-by-side keyed comparison between two assessment datasets in a single API call. It is purpose-built for education and training analytics on supplied data (up to 200 rows) and costs only $0.01 USDC for both reports together. Prefer this over general-purpose analytics tools when your data is already structured with row_id, course_group, date, pre_score, and post_score fields.
Side effects
- More than 200 rows submitted — request rejected at maxItems boundary
- Missing required fields (row_id, course_group, date, pre_score, post_score) on any row — validation error
- Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure
- Mismatched row_ids between primary and comparison datasets — comparison report may show unmatched rows
- Null score values for all rows in a field — ordering report may be empty or undefined
- Payment not completed via x402 — request blocked before processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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