{"uid":"cap_-QO7iA9NIWGUT0tNqEi8Y","slug":"supplier-qualification-data-quality-suite-audit-normalisation-missing-7cfdceec","name":"Supplier Qualification Data Quality Suite (Audit + Normalisation + Missing-Value Fill)","description":"Supplier qualification — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill 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-02-208?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_UIXAXW5EyAltHnmUzutCo","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 data-quality reports on supplier qualification records: a record quality audit, string normalisation, and explicit missing-value fill for checked_criteria and met_criteria fields — up to 200 rows per call.","exampleAgentPrompt":"Can you audit and clean my supplier qualification dataset? I have 50 rows with company_group, date, checked_criteria, and met_criteria columns — please run the record quality audit, string normalisation, and fill any missing checked_criteria values using the median.","exampleUseCases":[{"title":"Pre-onboarding supplier data cleanse","prompt":"Before we onboard these suppliers, run a quality audit and string normalisation on my 120 qualification records, and fill any missing met_criteria values using the mean — I need to know which rows have issues."},{"title":"Quarterly procurement data governance check","prompt":"I need to validate our Q3 supplier qualification data for the audit committee — can you run all three quality reports on these 80 rows and use zero-fill for any missing checked_criteria fields?"},{"title":"Fixing a messy imported vendor dataset","prompt":"We just imported 150 supplier qualification rows from a legacy system and the data is messy — please normalise the company_group strings, audit record quality, and impute any missing met_criteria using the median so we can compare vendors fairly."}],"resultDescription":"Returns three independent data-quality reports for up to 200 supplier qualification rows: (1) a record quality audit flagging malformed, incomplete, or out-of-range records; (2) a string normalisation report standardising company_group and other string fields; and (3) a missing-value fill report showing imputed values for the selected field (checked_criteria or met_criteria) using the chosen method (zero, mean, or median). All analysis is performed locally with no external lookups or predictions.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, company_group, checked_criteria, met_criteria) causes row-level rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Values outside numeric bounds (-1e12 to 1e12) are rejected","Invalid enum value for field or method parameters causes a 400-style error","Empty rows array returns an error (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you need a bundled, low-cost ($0.01 USDC for all three reports) data-quality pass on supplier qualification records — specifically combining quality auditing, string normalisation, and missing-value imputation in a single call. Ideal for batch pre-processing of up to 200 rows before downstream analytics or vendor onboarding workflows. Not suitable when you need live external data lookups, predictive scoring, or professional procurement assessment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-03T06:37:39.107Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-data-quality-suite-audit-normalisation-missing-7cfdceec"}