{"uid":"cap_2myzu3uAAlgOuWPXcVNfJ","slug":"supplier-qualification-record-quality-audit-exact-row-deduplication-b3df7c8e","name":"Supplier Qualification — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary","description":"Supplier qualification — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied supplier qualification records (checked_criteria, met_criteria). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-02-211?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_EQjpw9LfZ8xOGysWX_xEm","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 three analytical reports on supplier qualification data: a record quality audit, exact row deduplication, and a grouped numeric summary of checked_criteria or met_criteria fields.","exampleAgentPrompt":"Can you audit these supplier qualification records for quality issues, remove exact duplicate rows, and give me a grouped numeric summary of the checked_criteria field? Here are up to 200 rows with row_id, company_group, date, checked_criteria, and met_criteria.","exampleUseCases":[{"title":"Pre-procurement supplier data cleanse","prompt":"I have a batch of 150 supplier qualification records with company_group, date, checked_criteria, and met_criteria columns — can you run a quality audit on them, flag any exact duplicate rows, and give me a summary of checked_criteria grouped by company group?"},{"title":"Quarterly supplier audit report","prompt":"Before our quarterly review, run three reports on these supplier qualification records: a record quality audit, exact duplicate detection, and a grouped numeric summary of met_criteria by company group — here are the rows in JSON format."},{"title":"Supplier onboarding data validation","prompt":"We're onboarding new suppliers and need to validate our qualification dataset — please check record quality, find any exact row duplicates, and summarize the checked_criteria field grouped by company_group for these entries."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging nulls, format violations, and completeness issues per row; (2) an exact row deduplication report identifying fully identical records; (3) a grouped numeric summary (e.g. count, sum, mean) of the selected numeric field (checked_criteria or met_criteria) broken down by company_group. No external lookups or predictions are made.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (-1e12 to 1e12) — rejected","Empty rows array — minimum 1 item required","Invalid field enum value (must be checked_criteria or met_criteria)"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously audit data quality, remove duplicates, and compute grouped statistics on supplier qualification records in a single paid call. Ideal for procurement pipelines that need lightweight, offline analytical processing on up to 200 rows without requiring a live database, external data enrichment, or ML-based predictions. Cost-effective at $0.01 USDC for all three reports combined.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:34.747Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-record-quality-audit-exact-row-deduplication-b3df7c8e"}