{"uid":"cap_mACt4yoaHdaZshMBD5Yja","slug":"supplier-qualification-exact-row-deduplication-numeric-distribution-e2785e34","name":"Supplier Qualification — Exact Row Deduplication + Numeric Distribution","description":"Supplier qualification — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution 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-02-039?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_Vl9pp9uQya9i97xZCviVu","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":"Deduplicates supplier qualification rows and generates a numeric distribution report for checked_criteria or met_criteria fields across up to 200 records.","exampleAgentPrompt":"Can you deduplicate my supplier qualification records and give me a numeric distribution report on the checked_criteria field? I have about 80 rows with row_id, company_group, date, checked_criteria, and met_criteria columns.","exampleUseCases":[{"title":"Cleaning duplicate vendor audit records","prompt":"I've got 150 supplier qualification rows and I think there are duplicates — can you run exact row deduplication on them and also give me a distribution breakdown of the met_criteria values?"},{"title":"Procurement criteria coverage analysis","prompt":"We ran qualification checks on about 120 suppliers across different company groups. Can you deduplicate the dataset and show me how checked_criteria values are distributed numerically?"},{"title":"Quality gate for supplier onboarding data","prompt":"Before we import this supplier qualification batch of 90 rows into our system, can you check for exact duplicates and generate a numeric distribution report on checked_criteria to spot any anomalies?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate rows from the supplied qualification records, and (2) a numeric distribution report for the selected field (checked_criteria or met_criteria), including statistical breakdowns such as frequency counts, ranges, and distribution characteristics — all computed locally with no external data lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) on any row causes validation error","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Numeric fields out of allowed range (beyond ±1,000,000,000,000) cause rejection","Empty rows array (minItems:1 violated) returns error","Invalid field enum value (not checked_criteria or met_criteria) causes error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 supplier qualification records and need both exact duplicate detection and a numeric distribution analysis of criteria fields in a single low-cost call. It is ideal for pre-import data quality checks, procurement audits, and supplier onboarding pipelines where you want offline, deterministic analytics without any live lookups or external data enrichment. Prefer this over general-purpose analytics tools when you specifically work with structured supplier qualification data containing checked_criteria and met_criteria fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:09.643Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-exact-row-deduplication-numeric-distribution-e2785e34"}