{"uid":"cap_ETF3boq5LKgdwfeuBNfIF","slug":"supplier-qualification-iqr-outlier-flags-secondary-measure-weighted-11427e33","name":"Supplier Qualification IQR Outlier Flags + Secondary-Measure Weighted Mean","description":"Supplier qualification — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean 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-02-177?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_uYCvB50tXf13Y3UPUHFB7","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 local analytical reports on supplier qualification data — IQR-based outlier flagging and secondary-measure weighted mean — for up to 200 rows of checked/met criteria records.","exampleAgentPrompt":"I have 150 supplier qualification records with checked_criteria and met_criteria values across several company groups — can you run IQR outlier flagging and a weighted mean report on the met_criteria field so I can identify which suppliers are statistical anomalies?","exampleUseCases":[{"title":"Procurement outlier audit for vendor shortlist","prompt":"I've got a batch of 80 supplier qualification entries with checked_criteria scores across four company groups — flag any IQR outliers in the checked_criteria field and give me the weighted mean so I can shortlist only statistically normal vendors."},{"title":"Quarterly supplier performance statistical review","prompt":"Run an IQR outlier analysis and weighted mean calculation on these 120 supplier qualification records from Q3, using the met_criteria field, so I can see which company groups are underperforming relative to the distribution."},{"title":"Data quality check before supplier onboarding","prompt":"Before we onboard these 60 new suppliers, can you check their met_criteria values for IQR outliers and compute the weighted mean across all rows so we can spot any data entry errors or extreme cases?"}],"resultDescription":"Two analytical reports: (1) IQR outlier flags for each row indicating whether the selected field value falls outside the interquartile range boundaries, and (2) a secondary-measure weighted mean computed across the supplied rows — all processed locally without any external lookup or live data.","failureModes":["Input array is empty (minItems:1 violated)","Input array exceeds 200 rows (maxItems:200 violated)","Invalid date format — must match YYYY-MM-DD pattern","checked_criteria or met_criteria values out of allowed numeric range","Missing required fields (row_id, company_group, date, checked_criteria, met_criteria)","Null values in the selected field may affect IQR/weighted mean computation","Invalid field selector — must be 'checked_criteria' or 'met_criteria'","Payment not processed (x402 protocol failure)"],"whenToPreferThis":"Choose this endpoint when you have a batch of up to 200 supplier qualification records and need both IQR-based outlier detection and a weighted mean computed locally — without any external API calls, live lookups, or ML predictions. It is cost-effective at $0.01 USDC for two reports simultaneously and is ideal for procurement teams doing statistical quality checks on structured supplier data with checked/met criteria fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T18:54:01.431Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-iqr-outlier-flags-secondary-measure-weighted-11427e33"}