{"uid":"cap_X3qsAnRFD8OZZY5JBpJBw","slug":"recoverable-mining-heat-value-iqr-outlier-flags-5ad231fe","name":"Recoverable Mining Heat Value — IQR Outlier Flags","description":"Recoverable mining heat value — IQR outlier flags: IQR outlier flags for Recoverable mining heat value. Supplied mining assumptions only; formula and units disclosed. No live prices, mining or guaranteed return. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded iqr outlier flags report.","url":"https://market.datapackvibe.com/x402/assistant-bx-mining-heat-value-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["energy_kwh","recoverable_percent","heat_usd_per_kwh"],"properties":{"energy_kwh":{"type":"number","default":1000,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"heat_usd_per_kwh":{"type":"number","default":0.03,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"recoverable_percent":{"type":"number","default":80,"maximum":100,"minimum":0}},"additionalProperties":false},"default":[{"energy_kwh":1000,"heat_usd_per_kwh":0.03,"recoverable_percent":80},{"energy_kwh":1100,"heat_usd_per_kwh":0.033,"recoverable_percent":88},{"energy_kwh":1000,"heat_usd_per_kwh":0.03,"recoverable_percent":80},{"energy_kwh":1100,"heat_usd_per_kwh":0.033,"recoverable_percent":88}],"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_Z77M1o_BPNVnLZtpRpSba","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 recoverable mining heat value calculations across a set of input rows.","exampleAgentPrompt":"Check my mining heat value data for IQR outliers — I have 4 rows: one using 1000 kWh, 80% recoverable, at $0.03/kWh; another at 1100 kWh, 88% recoverable, $0.033/kWh; a third at 50000 kWh, 80% recoverable, $0.03/kWh; and a fourth at 1100 kWh, 88% recoverable, $0.033/kWh — flag which rows are statistical outliers.","exampleUseCases":[{"title":"Anomaly detection in mining batch data","prompt":"I have a batch of 6 mining scenarios with different energy consumption, recoverable percentages, and heat costs — can you run IQR outlier detection and tell me which rows look statistically abnormal? The inputs are: 1000 kWh/80%/$0.03, 1100 kWh/88%/$0.033, 5000 kWh/80%/$0.03, 1050 kWh/82%/$0.031, 1100 kWh/88%/$0.033, 1000 kWh/80%/$0.03."},{"title":"Quality control for mining heat assumptions","prompt":"Before I finalize my mining heat value model, can you flag any outlier rows using IQR analysis? My dataset has 5 entries with energy values between 900 and 1200 kWh, recoverable percentages around 80-90%, and heat prices around $0.03/kWh — except one row that uses 250000 kWh at 95% recoverable and $0.05/kWh."},{"title":"Comparing heat recovery assumptions across sites","prompt":"I'm reviewing heat recovery assumptions across 4 mining sites — energies of 800, 950, 1000, and 9000000 kWh, all at roughly 80% recoverable and $0.03/kWh — run the IQR outlier flags to see if any site looks like a data entry error."}],"resultDescription":"Returns a bounded IQR outlier flags report identifying which input rows are statistical outliers based on interquartile range analysis of recoverable mining heat values. The report uses supplied mining assumptions (energy_kwh, recoverable_percent, heat_usd_per_kwh) with disclosed formula and units. No live prices or guaranteed returns are included.","failureModes":["Fewer than 2 rows provided — minimum row count not met","energy_kwh, recoverable_percent, or heat_usd_per_kwh missing from a row — required field validation error","energy_kwh or heat_usd_per_kwh set to 0 or negative — exclusiveMinimum violation","More than 200 rows submitted — maxItems exceeded","recoverable_percent exceeds 100 — maximum constraint violated","Payment not processed via x402 — endpoint returns 402 Payment Required"],"whenToPreferThis":"Use this endpoint when you need IQR-based statistical outlier detection specifically on recoverable mining heat value data, combining energy consumption (kWh), recoverable percentage, and heat price per kWh. Prefer it over generic statistics APIs when your domain is mining energy economics and you want a pre-configured, low-cost ($0.01 USDC) outlier report with disclosed methodology. Not suitable for live price feeds, guaranteed return projections, or non-mining datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T12:48:29.564Z","isFirstParty":false,"canonicalSlug":"recoverable-mining-heat-value-iqr-outlier-flags-5ad231fe"}