{"uid":"cap_qYbAz3kyTJF6HJ-BaSYEi","slug":"supplier-qualification-numeric-distribution-and-keyed-dataset-ea532ea3","name":"Supplier Qualification Numeric Distribution and Keyed Dataset Comparison","description":"Supplier qualification — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison 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-02-084?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"met_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"checked_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","met_criteria":1,"company_group":"group-a","checked_criteria":10},{"date":"2026-10-02","row_id":"row-2","met_criteria":2,"company_group":"group-b","checked_criteria":20},{"date":"2026-10-03","row_id":"row-3","met_criteria":3,"company_group":"group-a","checked_criteria":15},{"date":"2026-10-04","row_id":"row-4","met_criteria":4,"company_group":"group-b","checked_criteria":30}],"maxItems":200,"minItems":1},"field":{"enum":["checked_criteria","met_criteria"],"type":"string","default":"checked_criteria"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","checked_criteria","met_criteria"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","met_criteria":3,"company_group":"group-a","checked_criteria":17},{"date":"2026-10-04","row_id":"row-4","met_criteria":4,"company_group":"group-b","checked_criteria":33}],"maxItems":200,"minItems":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_Zr9ne-gwdRUNzr0If-Gkq","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 records: a numeric distribution analysis and a keyed dataset comparison of checked_criteria and met_criteria fields across up to 200 rows.","exampleAgentPrompt":"I have two sets of supplier qualification records — up to 200 rows each, with fields like company_group, date, checked_criteria, and met_criteria — can you run a numeric distribution and a keyed comparison between them using the met_criteria field?","exampleUseCases":[{"title":"Supplier audit before contract renewal","prompt":"I'm reviewing suppliers before renewing contracts. I have 150 rows of qualification records with checked_criteria and met_criteria scores. Can you analyze the numeric distribution of met_criteria and compare this dataset against last quarter's records by row key to spot which suppliers regressed?"},{"title":"Comparing two vendor cohorts","prompt":"I have two groups of vendor qualification records — group-a and group-b — each with up to 200 rows. Can you run a numeric distribution on checked_criteria and compare the two datasets keyed by row_id to see where they diverge?"},{"title":"Criteria compliance rate analysis","prompt":"I want to understand how our suppliers are performing on qualification criteria this month. Here are 80 rows with company_group, date, checked_criteria, and met_criteria. Please give me a distribution report on met_criteria and compare it against last month's baseline dataset."}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution report summarizing the statistical spread of the selected field (checked_criteria or met_criteria) across the supplied rows, and (2) a keyed dataset comparison report showing row-by-row differences between the primary and secondary datasets matched on row_id. All processing is done locally with no external lookups.","failureModes":["Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) causes validation error","Exceeding 200 rows per dataset returns an error or truncated result","Invalid date format (must be YYYY-MM-DD) causes schema rejection","Null values in numeric fields may affect distribution calculations","Mismatched row_ids between primary and secondary datasets result in unmatched rows in comparison report","Submitting fewer than 1 row triggers a minItems validation error"],"whenToPreferThis":"Choose this endpoint when you have supplier qualification data with checked_criteria and met_criteria numeric fields and need both a statistical distribution summary and a row-keyed comparison between two datasets in a single API call. It is ideal for procurement analytics, vendor audits, and before/after policy comparisons where you supply all the data yourself and need offline analytical output without external data enrichment or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:58.250Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-numeric-distribution-and-keyed-dataset-ea532ea3"}