{"uid":"cap_miLkurxbY-ioOsd-IKH89","slug":"mining-downtime-contribution-loss-iqr-outlier-flags-249bbe6f","name":"Mining Downtime Contribution Loss — IQR Outlier Flags","description":"Mining downtime contribution loss — IQR outlier flags: IQR outlier flags for Mining downtime contribution loss. 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-downtime-loss-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["downtime_hours","contribution_usd_per_hour"],"properties":{"downtime_hours":{"type":"number","default":5,"maximum":10000000000000000,"minimum":0},"contribution_usd_per_hour":{"type":"number","default":2,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"downtime_hours":5,"contribution_usd_per_hour":2},{"downtime_hours":5.5,"contribution_usd_per_hour":2.2},{"downtime_hours":5,"contribution_usd_per_hour":2},{"downtime_hours":5.5,"contribution_usd_per_hour":2.2}],"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_JKqShj4h-MSTAjJN7eC-m","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 downtime contribution loss data across a set of input rows","exampleAgentPrompt":"Can you run IQR outlier detection on my mining downtime data? I have rows like: 5 hours downtime at $2/hour contribution, 5.5 hours at $2.20/hour, 100 hours at $2/hour, and 5 hours at $2/hour — flag which rows are outliers.","exampleUseCases":[{"title":"Flagging abnormal downtime in mining fleet","prompt":"I have 6 mining rigs and I want to know which ones have statistically abnormal downtime contribution losses. The data is: 4h at $1.80/hr, 5h at $2/hr, 5.5h at $2.20/hr, 4.8h at $1.90/hr, 200h at $2/hr, and 5h at $2/hr. Can you run IQR outlier detection and tell me which rows are flagged?"},{"title":"Quality-checking submitted mining reports","prompt":"Before I file these mining performance reports I want to make sure none of the downtime contribution loss entries look like data errors. Here are the rows: 3h at $1.50/hr, 3.5h at $1.60/hr, 3h at $1.55/hr, 500h at $1.50/hr, 3.2h at $1.58/hr. Flag any IQR outliers so I can investigate before submitting."},{"title":"Operational audit of downtime losses","prompt":"Run an IQR outlier analysis on these mining downtime contribution loss records from last quarter: 10h at $5/hr, 10.5h at $5.10/hr, 9.8h at $4.90/hr, 10h at $5/hr, 0.1h at $5/hr, 10.2h at $5.05/hr. Which entries fall outside the interquartile range?"}],"resultDescription":"A bounded IQR outlier flags report identifying which input rows contain statistically anomalous downtime contribution loss values based on interquartile range analysis, using the supplied downtime_hours and contribution_usd_per_hour inputs. No live prices or guaranteed returns are included.","failureModes":["Fewer than 2 rows supplied — minimum input size not met","downtime_hours or contribution_usd_per_hour is zero or negative — exclusiveMinimum constraint violation","Array exceeds 200 items — maxItems limit exceeded","Missing required fields in a row object — schema validation error","Values exceed the maximum allowed magnitude — floating point boundary issue"],"whenToPreferThis":"Choose this endpoint when you need lightweight, low-cost IQR-based statistical outlier detection specifically on mining downtime contribution loss data (downtime hours × contribution rate per hour). It is best suited for small-to-medium datasets (up to 200 rows), when you only have mining-specific assumptions and want a fast, bounded anomaly flag report at minimal cost ($0.01 USDC). Prefer alternatives if you need live pricing data, general-purpose outlier detection across non-mining domains, or a different statistical methodology (e.g. Z-score, DBSCAN).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:56.664Z","isFirstParty":false,"canonicalSlug":"mining-downtime-contribution-loss-iqr-outlier-flags-249bbe6f"}