{"uid":"cap_NbPSXSyiamWcJdRu1yYWZ","slug":"mining-facility-energy-with-pue-iqr-outlier-flags-7a95982c","name":"Mining Facility Energy with PUE — IQR Outlier Flags","description":"Mining facility energy with PUE — IQR outlier flags: IQR outlier flags for Mining facility energy with PUE. 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-facility-energy-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["it_kwh","pue"],"properties":{"pue":{"type":"number","default":1.2,"maximum":10,"minimum":1},"it_kwh":{"type":"number","default":720,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"pue":1.2,"it_kwh":720},{"pue":1.32,"it_kwh":792.0000000000001},{"pue":1.2,"it_kwh":720},{"pue":1.32,"it_kwh":792.0000000000001}],"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_dxVc-mcpduyNnnSyqGRgr","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":"Accepts up to 200 rows of mining facility IT energy (kWh) and PUE values and returns IQR-based statistical outlier flags for each row.","exampleAgentPrompt":"Flag any IQR outliers across these 5 mining facility records — facility A: it_kwh=720, pue=1.2; facility B: it_kwh=5000, pue=1.8; facility C: it_kwh=800, pue=1.25; facility D: it_kwh=950000, pue=3.5; facility E: it_kwh=760, pue=1.22 — and tell me which ones fall outside the interquartile range.","exampleUseCases":[{"title":"Auditing fleet of mining sites","prompt":"I have 12 mining facilities and I want to know which ones have statistically anomalous energy consumption or PUE values — here are the it_kwh and pue figures for each: site1 720/1.2, site2 792/1.32, site3 50000/2.9, site4 810/1.21, site5 790/1.3, site6 740/1.19, site7 730/1.22, site8 760/1.25, site9 850/1.28, site10 900/1.35, site11 780/1.23, site12 95000/4.1. Flag any IQR outliers."},{"title":"Pre-investment due diligence on facilities","prompt":"Before we acquire these mining operations, run an IQR outlier check on all 8 facilities' energy profiles — their it_kwh values are 1200, 1350, 1180, 48000, 1250, 1300, 1220, 1190 and their PUE values are 1.3, 1.28, 1.35, 3.8, 1.32, 1.31, 1.29, 1.33 — flag anything that looks statistically unusual."},{"title":"Monthly energy efficiency QA report","prompt":"Run a monthly QA check on our four mining facility energy readings — facility Alpha: it_kwh=720 pue=1.2, Beta: it_kwh=792 pue=1.32, Gamma: it_kwh=720 pue=1.2, Delta: it_kwh=792 pue=1.32 — and flag any outliers using IQR analysis so we can investigate discrepancies."}],"resultDescription":"A bounded IQR outlier flags report indicating which submitted rows (mining facility records) fall outside the interquartile range for the supplied it_kwh and PUE values, using a disclosed formula and units. No live pricing or guaranteed return projections are included.","failureModes":["Fewer than 2 rows supplied — minimum of 2 required for IQR computation","More than 200 rows submitted — exceeds maxItems limit","it_kwh value of 0 or negative — exclusiveMinimum:0 validation failure","PUE value below 1 or above 10 — out of allowed range","Malformed JSON or missing required fields (it_kwh or pue) — schema validation error","Payment failure — 0.01 USDC micropayment via x402 not completed"],"whenToPreferThis":"Choose this endpoint when you need fast, low-cost ($0.01 USDC) IQR-based statistical outlier detection specifically on mining facility energy datasets combining IT kWh consumption and PUE metrics. Prefer it over generic statistics APIs when you need a domain-tuned preset for mining energy profiles and want a bounded outlier report with disclosed formula and units. Not suitable when you need live electricity prices, real-time mining profitability, or general-purpose statistical libraries.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:13.646Z","isFirstParty":false,"canonicalSlug":"mining-facility-energy-with-pue-iqr-outlier-flags-7a95982c"}