{"uid":"cap_3wIPIBjEHpoIDq2ef_ma1","slug":"unrounded-billable-parcel-weight-iqr-outlier-flags-dc33442a","name":"Unrounded Billable Parcel Weight – IQR Outlier Flags","description":"Unrounded billable parcel weight - IQR outlier flags: IQR outlier flags for Unrounded billable parcel weight. Supplied retail figures only. Local calculation and scenario analysis; no live inventory, account access, platform fee lookup or order execution. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded iqr outlier flags deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-retail-billable-weight-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["actual_weight","dimensional_weight"],"properties":{"actual_weight":{"type":"number","default":6,"maximum":1000000000000,"minimum":0},"dimensional_weight":{"type":"number","default":4,"maximum":1000000000000,"minimum":0}},"additionalProperties":false},"default":[{"actual_weight":6,"dimensional_weight":4},{"actual_weight":6.6000000000000005,"dimensional_weight":4.4},{"actual_weight":6,"dimensional_weight":4},{"actual_weight":6.6000000000000005,"dimensional_weight":4.4}],"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_hM97kplaztgo_WyCFs-O_","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 IQR-based outlier flags for unrounded billable parcel weights given actual and dimensional weight pairs","exampleAgentPrompt":"Can you flag any IQR outliers in my parcel weight dataset? I have 4 shipments with actual weights of 6, 6.6, 6, 6.6 lbs and dimensional weights of 4, 4.4, 4, 4.4 lbs — run the unrounded billable weight outlier check on them.","exampleUseCases":[{"title":"Retail shipping audit for anomalous parcels","prompt":"I have a batch of 10 retail shipments and I want to know which ones have outlier billable weights — here are the actual and dimensional weights for each: [(6,4),(6.6,4.4),(12,8),(6,4),(200,150),(6.6,4.4),(7,5),(6,4),(6.6,4.4),(8,6)]. Flag the IQR outliers for me."},{"title":"Fulfillment billing accuracy check","prompt":"Before I reconcile my carrier invoices, can you run an IQR outlier check on my unrounded billable parcel weights? I have 5 parcels with actual weights 5, 5.5, 5, 100, 5.5 and dimensional weights 3, 3.5, 3, 3.5, 3.5."},{"title":"Scenario analysis for weight-based pricing","prompt":"I'm doing a scenario analysis on parcel pricing and want to see which weight entries look like outliers under IQR rules. Actual weights are 8, 8.5, 9, 8, 500, 8.5 and dimensional weights are 5, 5.5, 6, 5, 5.5, 5.5 — which ones get flagged?"}],"resultDescription":"Returns IQR outlier flags for each input row of parcel weight data, indicating which actual/dimensional weight combinations fall outside the interquartile range bounds for unrounded billable weight calculations. Covers up to 200 rows per call.","failureModes":["Fewer than 2 rows provided — minimum 2 rows required","Weight values outside allowed range (0 to 1e12) — validation error","Malformed row objects missing actual_weight or dimensional_weight fields","Payment failure via x402 protocol — call not executed","Dataset too uniform to produce meaningful IQR spread — flags may all be non-outliers"],"whenToPreferThis":"Choose this endpoint when you need a local, stateless IQR-based outlier detection specifically on unrounded billable parcel weights (combining actual and dimensional weight inputs) without needing live carrier rate lookups, inventory access, or order execution. Ideal for batch auditing retail shipping data, pre-reconciliation checks, or scenario analysis on weight-based billing.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T00:55:23.631Z","isFirstParty":false,"canonicalSlug":"unrounded-billable-parcel-weight-iqr-outlier-flags-dc33442a"}