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Study Recruitment Record Quality Audit and Numeric Row Ordering
x402
Study Recruitment Record Quality Audit and Numeric Row Ordering 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).
Runs two analytical reports on supplied study recruitment data: a record quality audit and numeric row ordering for eligible_candidates or enrolled_candidates fields, up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Study recruitment — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied study recruitment records (eligible_candidates, enrolled_candidates). 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 data issues such as nulls, missing fields, or out-of-range values across the supplied rows, and (2) a numeric row ordering report ranking rows by the selected field (eligible_candidates or enrolled_candidates). Both reports are generated from the supplied data locally with no external lookups.
Example use cases
Enrollment data quality check
“I have a dataset of study recruitment records with eligible and enrolled candidate counts per course group and date — can you audit the data quality and flag any missing, null, or out-of-range values across all rows?”
Ranking courses by eligible candidates
“Please take these study recruitment rows for my course groups and produce a numeric ordering report ranked by eligible_candidates so I can see which groups have the most potential recruits.”
Pre-analysis data validation for research team
“Before we analyze our enrollment figures, can you run a quality audit and numeric ordering on these 150 recruitment records — we want to spot any bad data and have rows ranked by enrolled_candidates before we proceed?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-09-007?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, cheap ($0.01 USDC) dual-report pass — quality audit plus numeric ordering — on study recruitment data with up to 200 rows. It is ideal when you have structured enrollment records and want to validate data completeness and rank rows by candidate count without any live lookups or external data enrichment.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, course_group, eligible_candidates, enrolled_candidates) cause row-level rejection
- Invalid date format (non YYYY-MM-DD) fails schema validation
- Invalid field enum value (not eligible_candidates or enrolled_candidates) causes request rejection
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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