{"uid":"cap_6QqRgKzXuPTplVw7NCkMb","slug":"mining-contribution-per-energy-unit-iqr-outlier-flags-e4968ec7","name":"Mining Contribution per Energy Unit — IQR Outlier Flags","description":"Mining contribution per energy unit — IQR outlier flags: IQR outlier flags for Mining contribution per energy unit. 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-profit-per-kwh-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["contribution_usd","energy_kwh"],"properties":{"energy_kwh":{"type":"number","default":500,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"contribution_usd":{"type":"number","default":25,"maximum":10000000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"energy_kwh":500,"contribution_usd":25},{"energy_kwh":550,"contribution_usd":27.500000000000004},{"energy_kwh":500,"contribution_usd":25},{"energy_kwh":550,"contribution_usd":27.500000000000004}],"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_tCNiMb66l4n0_gCj_dNVO","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":"Identifies IQR-based statistical outliers in mining contribution per kWh (profit per energy unit) across up to 200 supplied data rows.","exampleAgentPrompt":"I have a list of mining operations with their energy usage and USD contributions — can you flag which ones are statistical outliers using IQR analysis? Here are my rows: [{energy_kwh: 500, contribution_usd: 25}, {energy_kwh: 550, contribution_usd: 27.5}, {energy_kwh: 10000, contribution_usd: 5}, {energy_kwh: 520, contribution_usd: 26}].","exampleUseCases":[{"title":"Flag anomalous mining rig efficiency","prompt":"I have data from 50 mining rigs showing their energy consumption in kWh and their USD contributions — can you run IQR outlier detection and tell me which rigs are statistical anomalies?"},{"title":"Quality check before aggregating mining data","prompt":"Before I roll up my mining profitability report, can you flag any rows where the contribution per kWh is a statistical outlier using IQR? I'll paste the rows with energy_kwh and contribution_usd values."},{"title":"Identify underperforming mining operations","prompt":"I'm auditing our mining farm's efficiency. Can you run an IQR outlier analysis on these 30 operations — each has an energy_kwh and contribution_usd — so I can see which ones are pulling down or distorting our averages?"}],"resultDescription":"Returns a bounded IQR outlier flags report for each submitted row, indicating which records fall outside the interquartile range thresholds. The report includes the statistical formula and units used. No live pricing or guaranteed returns are included — analysis is based solely on the supplied mining assumption data.","failureModes":["Fewer than 2 rows submitted (minItems: 2 violation)","More than 200 rows submitted (maxItems: 200 violation)","energy_kwh is zero or negative (exclusiveMinimum: 0)","Missing required fields contribution_usd or energy_kwh","Payment not included or insufficient (x402 protocol error)"],"whenToPreferThis":"Choose this endpoint when you need IQR-based statistical outlier detection specifically on mining contribution per energy unit (USD per kWh) data, with up to 200 records per call. It is a purpose-built, low-cost ($0.01 USDC) specialized preset rather than a general-purpose statistics service, making it ideal for crypto mining analytics pipelines that need energy-normalized profitability anomaly detection without live price dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:28.150Z","isFirstParty":false,"canonicalSlug":"mining-contribution-per-energy-unit-iqr-outlier-flags-e4968ec7"}