{"uid":"cap_muCSZnbE72UISYb2uZW4V","slug":"supplier-qualification-numeric-row-ordering-iqr-outlier-flags-5fd7f56d","name":"Supplier Qualification — Numeric Row Ordering + IQR Outlier Flags","description":"Supplier qualification — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags for supplied supplier qualification records (checked_criteria, met_criteria). 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-company-02-119?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_lKM-Qz2gbtdBmfmlEpfOB","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":"Sorts supplier qualification records by checked_criteria or met_criteria and flags statistical outliers using the interquartile range (IQR) method, producing two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have supplier qualification records for up to 200 rows with fields row_id, company_group, date, checked_criteria, and met_criteria — can you sort them by checked_criteria and flag any IQR outliers across the dataset?","exampleUseCases":[{"title":"Rank suppliers by qualification pass rate","prompt":"I have a batch of 150 supplier qualification records with row IDs, company groups, dates, and both checked and met criteria counts — sort them by met_criteria and flag which ones are statistical outliers using IQR."},{"title":"Detect anomalous vendor compliance entries","prompt":"Can you analyze these supplier qualification rows for outliers? I want to order them by checked_criteria and get flags on any rows that fall outside the interquartile range — I have about 80 records covering multiple company groups."},{"title":"Audit supplier group qualification spread","prompt":"I need to review our supplier qualification dataset for this quarter — sort the 200 rows by met_criteria and highlight which entries are statistical outliers so I can prioritize follow-up with those vendors."}],"resultDescription":"Two analytical reports: (1) the supplier qualification rows sorted in numeric order by the selected field (checked_criteria or met_criteria), and (2) an IQR-based outlier flag report identifying which rows contain statistically extreme values for that field.","failureModes":["More than 200 rows submitted — request exceeds the maximum row limit","Missing required fields (row_id, company_group, date, checked_criteria, or met_criteria) — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — rejected","Empty rows array — minimum 1 row required","Invalid field enum value — must be exactly 'checked_criteria' or 'met_criteria'"],"whenToPreferThis":"Choose this endpoint when you need both a numeric sort/ranking of supplier qualification rows AND IQR-based outlier detection in a single call, without requiring any external data lookups, ML predictions, or live data sources. Ideal for offline batch analysis of procurement or vendor compliance datasets with up to 200 records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:22.052Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-numeric-row-ordering-iqr-outlier-flags-5fd7f56d"}