{"uid":"cap_xl-Lroj2ux4b2pekIi4-6","slug":"supplier-qualification-analytics-numeric-distribution-category-e9ef5301","name":"Supplier Qualification Analytics — Numeric Distribution & Category Frequencies","description":"Supplier qualification — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies 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-02-072?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_WEQ0cRoozuQW13g6dx1t8","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":"Generates two local analytical reports (numeric distribution and category frequency) for supplier qualification records (checked_criteria and met_criteria) across up to 200 rows.","exampleAgentPrompt":"I have 150 supplier qualification records with checked_criteria and met_criteria values across different company groups — can you run a numeric distribution and category frequency analysis on the met_criteria field for all of them?","exampleUseCases":[{"title":"Supplier audit criteria distribution review","prompt":"I've got 80 supplier audit records from Q4, each with a company_group and how many criteria were checked — can you analyze the numeric distribution of the checked_criteria field across all those rows?"},{"title":"Vendor qualification pass rate by group","prompt":"Here are 120 supplier qualification entries with met_criteria scores grouped by vendor category — run a category frequency analysis on met_criteria so I can see how qualification outcomes break down across company groups."},{"title":"Procurement data profiling before reporting","prompt":"Before I put together our procurement report, I need a numeric distribution summary of the met_criteria field from these 60 supplier records — can you run the stats and tell me the spread across our supplier groups?"}],"resultDescription":"Returns two independent analytical reports: (1) a numeric distribution summary (e.g. min, max, mean, percentiles, spread) for the selected field (checked_criteria or met_criteria), and (2) category frequency counts broken down by company_group — all computed locally from the supplied row data, with no external lookups or predictions.","failureModes":["Fewer than 1 row submitted — violates minItems constraint","More than 200 rows submitted — exceeds maxItems limit","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Null values in numeric fields may affect distribution calculations","Invalid field enum value (not 'checked_criteria' or 'met_criteria') causes rejection","Missing required fields (row_id, company_group, date) cause row-level validation errors"],"whenToPreferThis":"Choose this endpoint when you have up to 200 supplier qualification records and need quick, offline statistical profiling of numeric criteria fields along with category frequency breakdowns by company group — all in a single $0.01 call. Ideal for procurement analysts who want descriptive statistics without sending data to external ML or prediction services.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:01.733Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-analytics-numeric-distribution-category-e9ef5301"}