{"uid":"cap_ygNkzb_qoJNOaNouyjb0M","slug":"supplier-qualification-data-quality-suite-record-audit-deduplication-1ae6d8a0","name":"Supplier Qualification Data Quality Suite — Record Audit, Deduplication & IQR Outlier Flags","description":"Supplier qualification — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied supplier qualification records (checked_criteria, met_criteria). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-02-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","checked_criteria","met_criteria"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"met_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"checked_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","met_criteria":1,"company_group":"group-a","checked_criteria":10},{"date":"2026-10-02","row_id":"row-2","met_criteria":2,"company_group":"group-b","checked_criteria":20},{"date":"2026-10-03","row_id":"row-3","met_criteria":3,"company_group":"group-a","checked_criteria":15},{"date":"2026-10-04","row_id":"row-4","met_criteria":4,"company_group":"group-b","checked_criteria":30}],"maxItems":200,"minItems":1},"field":{"enum":["checked_criteria","met_criteria"],"type":"string","default":"checked_criteria"}}},"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_HBxdrz5QkwJzQnlkB03hO","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 three local analytical reports on supplier qualification row data: a record quality audit, exact row deduplication, and IQR-based outlier flagging for checked_criteria or met_criteria fields.","exampleAgentPrompt":"Can you audit this supplier qualification dataset for me — run a record quality check, find any exact duplicate rows, and flag IQR outliers in the checked_criteria field? Here are up to 200 rows with row_id, company_group, date, checked_criteria, and met_criteria.","exampleUseCases":[{"title":"Pre-onboarding supplier data cleanse","prompt":"Before we finalize our supplier list, can you run a full quality audit on these qualification records, remove any exact duplicates, and flag any rows where checked_criteria looks like an outlier based on IQR? I have about 150 rows with company group, date, and both criteria fields."},{"title":"Procurement compliance data review","prompt":"I need to validate our supplier qualification data for the quarterly compliance report — can you check record quality, deduplicate the dataset, and flag any suspicious outliers in met_criteria? I'll send you up to 200 rows."},{"title":"Supplier scoring anomaly detection","prompt":"We're seeing weird numbers in our supplier scoring spreadsheet — can you run an IQR outlier check on the checked_criteria column, plus a quality audit and deduplication pass, on these supplier rows grouped by company?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit highlighting missing, malformed, or inconsistent fields; (2) an exact row deduplication report identifying duplicate records; and (3) IQR-based outlier flags for the selected numeric field (checked_criteria or met_criteria). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Numeric values outside allowed range cause validation failure","Empty rows array returns error"],"whenToPreferThis":"Use this endpoint when you need three combined data quality operations (audit + dedup + outlier detection) on supplier qualification records in a single $0.01 call, without requiring external data sources or live lookups. Prefer this over building custom scripts when working with up to 200 supplier rows and needing fast, reproducible IQR-based statistical flagging alongside structural quality checks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:39.052Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-data-quality-suite-record-audit-deduplication-1ae6d8a0"}