{"uid":"cap_NcJ3XUeB7mw6URXOJxiBh","slug":"supplier-delivery-evidence-record-quality-audit-exact-row-bca5547f","name":"Supplier Delivery Evidence — Record Quality Audit + Exact Row Deduplication + IQR Outlier Flags","description":"Supplier delivery evidence — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied supplier delivery evidence records (deliveries, on_time_deliveries). 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-15-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","deliveries","on_time_deliveries"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"deliveries":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"on_time_deliveries":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","deliveries":10,"company_group":"group-a","on_time_deliveries":1},{"date":"2026-10-02","row_id":"row-2","deliveries":20,"company_group":"group-b","on_time_deliveries":2},{"date":"2026-10-03","row_id":"row-3","deliveries":15,"company_group":"group-a","on_time_deliveries":3},{"date":"2026-10-04","row_id":"row-4","deliveries":30,"company_group":"group-b","on_time_deliveries":4}],"maxItems":200,"minItems":1},"field":{"enum":["deliveries","on_time_deliveries"],"type":"string","default":"deliveries"}}},"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_Bc1xBDQTGmrIfqg21R22J","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":"Audits supplier delivery evidence records for data quality issues, exact duplicate rows, and IQR-based outlier flags across deliveries and on-time delivery metrics.","exampleAgentPrompt":"Can you audit these supplier delivery records for data quality issues, exact duplicates, and IQR outlier flags? I have up to 200 rows with deliveries and on_time_deliveries fields — run all three reports on the deliveries field.","exampleUseCases":[{"title":"Supplier delivery audit before quarterly review","prompt":"I need to clean up our supplier delivery evidence before the quarterly review — can you run a quality audit, check for exact duplicate rows, and flag any IQR outliers in the deliveries column across all company groups for these 150 rows?"},{"title":"On-time delivery data validation for reporting","prompt":"Before I submit the on-time delivery report, can you check these supplier records for data quality problems, duplicate entries, and outlier values in the on_time_deliveries field? I've got about 80 rows covering multiple company groups."},{"title":"Detecting anomalous delivery counts by group","prompt":"Can you analyze this batch of supplier delivery data and produce the three reports — record quality audit, deduplication check, and IQR outlier detection — focusing on the deliveries field? I want to spot any suspicious values before we pay our suppliers."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit highlighting missing, malformed, or invalid values; (2) an exact row deduplication report identifying repeated records; and (3) an IQR outlier flag report marking statistically extreme values in the selected numeric field (deliveries or on_time_deliveries). All reports are generated locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — rejected with validation error","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","Missing required fields (row_id, company_group, date, deliveries, on_time_deliveries) cause record rejection","Invalid field enum value (not 'deliveries' or 'on_time_deliveries') causes request failure","Numeric values outside allowed range cause validation errors","Insufficient payment or x402 auth failure prevents processing"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of supplier delivery evidence and need a combined data quality audit, deduplication check, and IQR outlier detection in a single low-cost call. It is ideal for pre-reporting validation, supplier data cleaning, or anomaly screening without requiring any external data sources or live lookups. It is not suitable for real-time streaming data, datasets larger than 200 rows, predictive analytics, or any external supplier lookup.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T18:57:16.364Z","isFirstParty":false,"canonicalSlug":"supplier-delivery-evidence-record-quality-audit-exact-row-bca5547f"}