{"uid":"cap_iiWLJ4eO_24IMiP6WfgKu","slug":"study-recruitment-data-quality-audit-base-100-series-1774f7bd","name":"Study Recruitment Data Quality Audit + Base-100 Series","description":"Study recruitment — Record quality audit + Base-100 series: Record quality audit + Base-100 series 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-09-012?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_aLZqZQ-5mOGc85NjWhXi_","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 independent analytical reports — a record quality audit and a Base-100 index series — on up to 200 rows of study recruitment data (eligible_candidates and enrolled_candidates fields).","exampleAgentPrompt":"Run the record quality audit and Base-100 series on my study recruitment data — here are 4 rows with course groups 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, eligible_candidates values of 10, 20, 15, 30, and enrolled_candidates values of 1, 2, 3, 4; use eligible_candidates as the target field and start the base index at row 0.","exampleUseCases":[{"title":"Clinical trial recruitment data audit","prompt":"I have 150 rows of recruitment data for a clinical study — each row has a date, a site group, eligible candidates, and enrolled candidates. Can you run the record quality audit and Base-100 series on this using enrolled_candidates as the target field, starting the base at row 0, so I can see where data issues are?"},{"title":"Education program enrollment indexing","prompt":"I'm tracking enrollment across three course groups over the past semester — about 80 rows of data with eligible and enrolled candidate counts per day. Run the quality audit and Base-100 index on eligible_candidates starting from row 0 so I can spot any bad records and see how enrollment has trended."},{"title":"Recruitment funnel validation before reporting","prompt":"Before I submit my quarterly recruitment report, I need to validate my dataset of 200 rows covering eligible and enrolled candidates across several study groups. Can you run both the record quality audit and the Base-100 series on enrolled_candidates with base index at 0 so I can catch any data problems first?"}],"resultDescription":"Two independent reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, or malformed records across the submitted rows; and (2) a Base-100 series normalizing the chosen numeric field (eligible_candidates or enrolled_candidates) relative to the designated base-index row, enabling trend comparison across up to 200 recruitment records.","failureModes":["Fewer than 1 row submitted — minimum row count not met","More than 200 rows submitted — exceeds maximum row limit","Missing required fields (row_id, date, course_group) causing validation rejection","Invalid date format (not YYYY-MM-DD) causing parse error","base_index value out of range (0–199) relative to submitted row count","Invalid field enum value (must be eligible_candidates or enrolled_candidates)","Payment not included or insufficient (requires 0.01 USDC via x402)"],"whenToPreferThis":"Choose this endpoint when you have study recruitment tabular data (up to 200 rows) and need both a data quality audit and a Base-100 normalized index series in a single low-cost call. It is ideal for pre-reporting validation of recruitment datasets, trend normalization, and anomaly flagging without any external data lookup or live prediction. Prefer alternatives if you need more than 200 rows, live external data, predictive modeling, or only one of the two reports.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:11.086Z","isFirstParty":false,"canonicalSlug":"study-recruitment-data-quality-audit-base-100-series-1774f7bd"}