{"uid":"cap_5fQKqa-LyvXbuA85gl9cW","slug":"supplier-delivery-evidence-record-quality-audit-string-normalisation-fd96fe3b","name":"Supplier Delivery Evidence — Record Quality Audit + String Normalisation + Secondary-Measure Weighted Mean","description":"Supplier delivery evidence — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean 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-15-205?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_xClmn7NRbuscB6ISIe3x8","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 delivery records: a record quality audit, string normalisation, and a weighted mean calculation on a secondary measure (deliveries or on_time_deliveries), for up to 200 rows.","exampleAgentPrompt":"Can you audit the quality of these supplier delivery records, normalise the company group strings, and compute a weighted mean for the 'on_time_deliveries' field? I have about 50 rows covering groups like 'group-a' and 'group-b' with dates from 2026-10-01.","exampleUseCases":[{"title":"Supplier data quality check","prompt":"I have 80 rows of supplier delivery data with columns for date, company group, deliveries, and on_time_deliveries — can you run a record quality audit to flag any nulls or bad values, and also normalise the company group strings?"},{"title":"Weighted mean of on-time deliveries","prompt":"Take these 120 supplier delivery records and compute the secondary-measure weighted mean for on_time_deliveries, split by company group — I also want the quality audit and string normalisation reports in the same run."},{"title":"Pre-reporting delivery data cleanup","prompt":"Before I send my quarterly supplier report, can you audit and clean up this set of 200 delivery records? I need string normalisation on the company names and a weighted mean for the deliveries field, plus a full quality audit."}],"resultDescription":"Three analytical reports for the submitted rows: (1) a record quality audit flagging data issues such as nulls or out-of-range values, (2) string normalisation results for the company_group field, and (3) a weighted mean computation for the selected field (deliveries or on_time_deliveries). All processing is local with no external lookups.","failureModes":["Rows exceed 200-item limit — request rejected","Required fields (row_id, company_group, date, deliveries, on_time_deliveries) missing from rows — validation error","date field does not match YYYY-MM-DD pattern — schema validation failure","Invalid 'field' enum value provided — rejected","All numeric values are null — weighted mean cannot be computed","Payment of 0.01 USDC not fulfilled — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you need a combined, low-cost ($0.01) batch analytical pass over up to 200 supplier delivery records that simultaneously produces a quality audit, string normalisation, and a weighted mean — all computed locally without any external data lookups or predictions. It is ideal for pre-processing or validating supplier delivery datasets before downstream reporting or ML pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T00:52:23.407Z","isFirstParty":false,"canonicalSlug":"supplier-delivery-evidence-record-quality-audit-string-normalisation-fd96fe3b"}