{"uid":"cap_LfkxplIETkTJItlsF_wh_","slug":"study-recruitment-record-quality-audit-and-numeric-row-ordering-7810fc73","name":"Study Recruitment Record Quality Audit and Numeric Row Ordering","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-education-09-007?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","eligible_candidates","enrolled_candidates"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"eligible_candidates":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"enrolled_candidates":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","eligible_candidates":10,"enrolled_candidates":1},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","eligible_candidates":20,"enrolled_candidates":2},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","eligible_candidates":15,"enrolled_candidates":3},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","eligible_candidates":30,"enrolled_candidates":4}],"maxItems":200,"minItems":1},"field":{"enum":["eligible_candidates","enrolled_candidates"],"type":"string","default":"eligible_candidates"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_DBUb5Oj718AE8Qx-ot7F9","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"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.","exampleAgentPrompt":"Can you run a record quality audit and numeric row ordering report on my study recruitment data? I have rows with eligible_candidates and enrolled_candidates figures across multiple course groups — here are up to 200 rows, and I want the ordering done on the enrolled_candidates field.","exampleUseCases":[{"title":"Enrollment data quality check","prompt":"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?"},{"title":"Ranking courses by eligible candidates","prompt":"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."},{"title":"Pre-analysis data validation for research team","prompt":"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?"}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:52:16.517Z","isFirstParty":false,"canonicalSlug":"study-recruitment-record-quality-audit-and-numeric-row-ordering-7810fc73"}