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Training Assessments Record Quality Audit and Numeric Distribution
x402
Training Assessments Record Quality Audit and Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
Runs two local analytical reports — a record quality audit and a numeric distribution analysis — on up to 200 rows of training assessment data (pre_score and post_score fields).
Price / call$0.01
Success—
StatusUnknown
How this service works
Training assessments — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution 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 reports: (1) a record quality audit highlighting missing values, invalid entries, or data anomalies across the supplied rows; and (2) a numeric distribution summary of either the pre_score or post_score field, including statistical spread metrics — all computed locally without external lookups.
Example use cases
Pre-training score distribution audit
“I have 150 rows of training assessment records with pre_score and post_score values across two course groups — can you run the record quality audit and numeric distribution report on the pre_score field so I can see how scores are spread and whether any records have issues?”
Post-course data quality check
“Before I finalize my quarterly training report, can you audit these 80 assessment records for data quality problems and also give me the numeric distribution of post_scores across the course groups?”
E-learning dataset validation before analysis
“I'm about to run a deeper analysis on our e-learning assessment data and need to make sure the records are clean first — can you run a quality audit and a distribution check on the pre_score field for these 200 rows with course group and date tags?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-11-004?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) dual-report on training assessment data quality and score distribution without sending data to an external prediction or lookup service. Ideal for pre-analysis validation of e-learning datasets with pre/post scores across course groups, especially when working with batches up to 200 rows and needing both a data hygiene check and a numeric spread summary in one call.
Side effects
- More than 200 rows supplied — exceeds maxItems limit, request rejected
- Missing required fields (row_id, course_group, date, pre_score, or post_score) — validation error
- Invalid date format (not YYYY-MM-DD) — pattern validation failure
- Field enum value not 'pre_score' or 'post_score' — rejected
- All score values null — distribution report may be empty or error
- Payment not attached or insufficient USDC — 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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