{"uid":"cap_dqzkCyLs8wS3mLOVNH3my","slug":"packaging-cost-per-shipped-order-iqr-outlier-flags-63741050","name":"Packaging Cost Per Shipped Order – IQR Outlier Flags","description":"Packaging cost per shipped order - IQR outlier flags: IQR outlier flags for Packaging cost per shipped order. Supplied retail figures only, up to 200 records. No platform access, live rates or order execution. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded iqr outlier flags report.","url":"https://market.datapackvibe.com/x402/assistant-ar-retail-packaging-cost-order-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["packaging_spend","shipped_orders"],"properties":{"shipped_orders":{"type":"number","default":40,"maximum":1000000000000,"minimum":0,"exclusiveMinimum":0},"packaging_spend":{"type":"number","default":120,"maximum":1000000000000,"minimum":0}},"additionalProperties":false},"default":[{"shipped_orders":40,"packaging_spend":120},{"shipped_orders":44,"packaging_spend":132},{"shipped_orders":40,"packaging_spend":120},{"shipped_orders":44,"packaging_spend":132}],"maxItems":200,"minItems":2}}},"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_EjOXmSQhTn3ONoDur_mNh","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":"Detects IQR-based statistical outliers in packaging cost per shipped order data across up to 200 retail records.","exampleAgentPrompt":"Can you check this list of packaging spend and shipped order records for IQR outliers? I have 8 rows — for example one store spent 120 on packaging for 40 shipped orders, another spent 450 for 44 shipped orders — flag which ones are statistically unusual.","exampleUseCases":[{"title":"Retail packaging audit for cost anomalies","prompt":"I have monthly packaging spend and shipped order counts for 15 of our retail locations — can you flag which ones have packaging cost per order ratios that are IQR outliers? Here's the data: store A spent 800 on 200 orders, store B spent 3500 on 210 orders, store C spent 760 on 195 orders..."},{"title":"Supplier invoice anomaly detection","prompt":"We received packaging invoices from 30 shipment batches this quarter — some of the cost-per-order numbers look off. Can you run IQR outlier detection on these packaging spend and shipped order pairs and tell me which invoices to investigate?"},{"title":"QA check before cost reporting","prompt":"Before I finalize our quarterly packaging cost report, can you check these 50 records of packaging spend versus shipped orders for any IQR outliers that might skew the averages? Flag anything statistically unusual so I can review it first."}],"resultDescription":"Returns IQR outlier flags for each submitted record, indicating whether the packaging cost per shipped order ratio falls outside the interquartile range bounds, along with supporting statistical context such as Q1, Q3, IQR thresholds, and per-row outlier status.","failureModes":["Fewer than 2 rows submitted — minimum 2 records required","Rows missing required fields packaging_spend or shipped_orders","shipped_orders value of 0 (excluded by exclusiveMinimum constraint)","More than 200 rows submitted — exceeds maxItems limit","Non-numeric values passed for spend or order fields","All records identical — may produce degenerate IQR of zero with all points flagged or none"],"whenToPreferThis":"Use this endpoint when you have a batch of retail packaging spend records and need to identify statistically anomalous cost-per-order ratios using the interquartile range method. It is purpose-built for packaging cost analysis in retail contexts and handles up to 200 records per call at low cost. Prefer this over general statistics APIs when you specifically need IQR-based flagging on packaging cost data without needing live rates, order execution, or platform integration.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T00:53:58.049Z","isFirstParty":false,"canonicalSlug":"packaging-cost-per-shipped-order-iqr-outlier-flags-63741050"}