{"uid":"cap_xTNltuq9Ur5S4SXMoIrBO","slug":"returns-handling-analytics-numeric-distribution-secondary-measure-80da3544","name":"Returns Handling Analytics — Numeric Distribution & Secondary-Measure Weighted Mean","description":"Returns handling — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied returns handling records (returned_units, processing_minutes). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-retail-04-082?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","store_group","date","returned_units","processing_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"store_group":{"type":"string","default":"","maxLength":80},"returned_units":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"processing_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","store_group":"group-a","returned_units":10,"processing_minutes":1},{"date":"2026-10-02","row_id":"row-2","store_group":"group-b","returned_units":20,"processing_minutes":2},{"date":"2026-10-03","row_id":"row-3","store_group":"group-a","returned_units":15,"processing_minutes":3},{"date":"2026-10-04","row_id":"row-4","store_group":"group-b","returned_units":30,"processing_minutes":4}],"maxItems":200,"minItems":1},"field":{"enum":["returned_units","processing_minutes"],"type":"string","default":"returned_units"}}},"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_8XgtxaERj1phGnB5xJgI3","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":"Computes a numeric distribution and a secondary-measure weighted mean for up to 200 returns handling records (returned_units, processing_minutes) in two independent analytical reports.","exampleAgentPrompt":"Analyze the distribution of returned_units and give me the secondary-measure weighted mean using this returns handling data — I have 4 rows with store groups group-a and group-b, dates 2026-10-01 through 2026-10-04, returned_units of 10, 20, 15, 30, and processing_minutes of 1, 2, 3, 4.","exampleUseCases":[{"title":"Store group returns volume distribution","prompt":"I have weekly returns data for two store groups — give me the numeric distribution of returned_units across all 50 rows, and also compute a weighted mean of processing_minutes weighted by returned_units."},{"title":"Processing time analytics for returns team","prompt":"Can you run a statistical breakdown of our processing_minutes for last month's 120 returns records? I need the numeric distribution and the secondary-measure weighted mean so I can benchmark our returns center efficiency."},{"title":"Retail returns audit summary","prompt":"We have 200 rows of returns handling records from Q3 with store groups East and West — analyze the distribution of returned_units and give me the weighted mean of processing_minutes across all those records."}],"resultDescription":"Two independent analytical reports: (1) a numeric distribution (e.g. min, max, mean, percentiles, frequency breakdown) of the specified primary field across the submitted rows, and (2) a secondary-measure weighted mean where one numeric field is averaged using the other as weights — both computed locally without external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, returned_units, processing_minutes) — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Null values in numeric fields may affect weighted mean computation","field enum value not recognized — validation error","Payment of 0.01 USDC not confirmed — 402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need both a numeric distribution and a secondary-measure weighted mean on returns handling data (returned_units, processing_minutes) in a single call for up to 200 rows, without needing real-time lookups or external predictions. It is cost-effective at $0.01 USDC for two bundled reports and is ideal for offline batch analytics on retail returns records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:36:25.458Z","isFirstParty":false,"canonicalSlug":"returns-handling-analytics-numeric-distribution-secondary-measure-80da3544"}