{"uid":"cap_Y6gHr6n4GYQz4Loz6PpGy","slug":"supplier-qualification-record-quality-audit-exact-row-deduplication-a2f6ce09","name":"Supplier Qualification — Record Quality Audit + Exact Row Deduplication + Category Frequencies","description":"Supplier qualification — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies 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-02-212?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}}},"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_8JdejD0ZXgBDBhAspQvQv","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 local analytical reports on supplier qualification records: a record quality audit, exact row deduplication, and category frequency analysis, for up to 200 rows of checked/met criteria data.","exampleAgentPrompt":"Can you run a quality audit, deduplication check, and category frequency report on these supplier qualification records? I have up to 50 rows with fields like row_id, company_group, date, checked_criteria, and met_criteria.","exampleUseCases":[{"title":"Procurement data cleanup before vendor review","prompt":"I have a batch of 80 supplier qualification records with company group, date, checked_criteria, and met_criteria — can you audit them for data quality issues, flag any exact duplicate rows, and give me a frequency breakdown by company group?"},{"title":"Detecting duplicates in submitted supplier forms","prompt":"Our suppliers submitted qualification forms and I suspect there are duplicate entries — please run an exact row deduplication check and a record quality audit on these 120 rows so I can see what needs to be cleaned up."},{"title":"Summarizing qualification pass rates by category","prompt":"I want to understand how our supplier qualification data is distributed across company groups — can you run a category frequency analysis and a quality audit on these 60 supplier records to see which groups appear most and whether any rows have null or invalid criteria values?"}],"resultDescription":"Three separate analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in each row; (2) an exact row deduplication report identifying fully identical records; (3) category frequency counts showing how often each company_group value appears across the submitted rows. All computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows submitted exceeds the row limit","Malformed date strings not matching YYYY-MM-DD pattern cause schema rejection","Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) cause row-level errors","Numeric values outside the allowed range (-1e12 to 1e12) are rejected","Payment of 0.01 USDC not included or rejected causes 402 error"],"whenToPreferThis":"Choose this endpoint when you need a quick, low-cost ($0.01 USDC) triple-report profile of supplier qualification data — especially when you want quality auditing, deduplication, and category frequency rolled into one call without any external API lookups or ML inference. Ideal for batch preprocessing supplier records before a review cycle or vendor onboarding workflow.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:01.732Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-record-quality-audit-exact-row-deduplication-a2f6ce09"}