{"uid":"cap_MzVM5AhckioGtAGqP3z04","slug":"supplier-qualification-data-quality-suite-record-audit-string-0eb78c58","name":"Supplier Qualification Data Quality Suite — Record Audit, String Normalisation & Equal-Width Histogram","description":"Supplier qualification — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram 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-02-202?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_mTop4wQZOVAlZSJDFz8i3","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, string normalisation check, and equal-width histogram for checked_criteria or met_criteria fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation check, and a 10-bin equal-width histogram on my supplier qualification dataset? I have rows with row_id, company_group, date, checked_criteria, and met_criteria fields — here are 50 rows, and I want the histogram on the checked_criteria column.","exampleUseCases":[{"title":"Procurement team supplier data quality check","prompt":"I need to audit the quality of our supplier qualification records before we import them into the system — can you run a record quality audit and string normalisation report on these 120 supplier rows? The key columns are checked_criteria and met_criteria."},{"title":"Distribution analysis of qualification pass rates","prompt":"Can you build a 8-bin equal-width histogram on the met_criteria values from our supplier qualification records? I want to see how pass counts are distributed across our 80 supplier rows grouped by company_group."},{"title":"Pre-onboarding supplier data profiling","prompt":"Before we onboard these new suppliers, can you run all three data quality reports — quality audit, string normalisation, and a histogram with 5 bins on checked_criteria — against this batch of 150 supplier qualification records?"}],"resultDescription":"Returns three independent analytical reports for the supplied rows: (1) a record quality audit flagging completeness and validity issues per row, (2) a string normalisation report identifying inconsistencies in text fields such as company_group, and (3) an equal-width histogram of the selected numeric field (checked_criteria or met_criteria) divided into the specified number of bins (1–30, default 5). All analysis is performed locally on the submitted data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","bins parameter outside 1–30 range causes rejection","field value not one of 'checked_criteria' or 'met_criteria' causes schema error","All values null in selected field renders histogram meaningless","Missing required row fields (row_id, date, etc.) cause record-level audit failures"],"whenToPreferThis":"Choose this endpoint when you have up to 200 supplier qualification rows and need three bundled local data quality reports (record audit, string normalisation, histogram) in a single low-cost call ($0.01 USDC). It is ideal for pre-import profiling, procurement data validation, or distribution analysis of qualification criteria — where no live external lookup, prediction, or professional assessment is needed and all analysis is self-contained on your submitted data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:40.897Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-data-quality-suite-record-audit-string-0eb78c58"}