{"uid":"cap_tw7SxImfA_agiXvxjuiWO","slug":"supplier-qualification-data-quality-suite-record-audit-deduplication-a4dba8f1","name":"Supplier Qualification Data Quality Suite — Record Audit, Deduplication & Numeric Distribution","description":"Supplier qualification — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution 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-02-210?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_tygrCJWAmiN2LrruXzfEb","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 row data: a record quality audit, exact row deduplication, and numeric distribution analysis for checked_criteria or met_criteria fields.","exampleAgentPrompt":"Can you run a full data quality check on these supplier qualification records — audit the record quality, find any exact duplicate rows, and show me the numeric distribution for the checked_criteria field? Here are the rows: [{\"row_id\":\"row-1\",\"company_group\":\"group-a\",\"date\":\"2026-10-01\",\"checked_criteria\":10,\"met_criteria\":1},{\"row_id\":\"row-2\",\"company_group\":\"group-b\",\"date\":\"2026-10-02\",\"checked_criteria\":20,\"met_criteria\":2}].","exampleUseCases":[{"title":"Pre-ingestion supplier data validation","prompt":"Before I import these 80 supplier evaluation records into our system, can you audit their quality, flag any exact duplicate rows, and give me the numeric distribution of met_criteria so I know what I'm working with?"},{"title":"Procurement duplicate detection","prompt":"I have a batch of supplier qualification entries across several company groups — can you run an exact deduplication check plus a record quality audit on them? I want to make sure there are no repeated rows before we score suppliers."},{"title":"Criteria scoring distribution analysis","prompt":"Can you analyze the numeric distribution of the checked_criteria values in this supplier dataset and also flag any data quality issues or exact duplicates? I need to understand how criteria counts are spread across our vendors."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit highlighting missing, null, or malformed field values; (2) an exact row deduplication report identifying identical duplicate records by row content; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles) for the selected field — either checked_criteria or met_criteria — across all submitted rows.","failureModes":["Payload exceeds 200 rows — request will be rejected","Missing required fields (row_id, date, company_group) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array fails minItems constraint","Invalid field enum value (not checked_criteria or met_criteria) causes error"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous data quality reports (audit + deduplication + numeric distribution) on supplier qualification records in a single low-cost call, without needing external lookups, predictions, or live data. Ideal for pre-ingestion validation, procurement data hygiene, or ad hoc profiling of small-to-medium supplier datasets (up to 200 rows). Not suitable for larger datasets, real-time supplier assessments, or use cases requiring enrichment from external sources.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:18.010Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-data-quality-suite-record-audit-deduplication-a4dba8f1"}