{"uid":"cap_7nz5vB8duM1sYc1YxIBqw","slug":"active-mining-fleet-hashrate-iqr-outlier-flags-8e04ae30","name":"Active Mining Fleet Hashrate IQR Outlier Flags","description":"Active mining fleet hashrate — IQR outlier flags: IQR outlier flags for Active mining fleet hashrate. 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-fleet-ths-outliers?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["units","ths_each","availability_percent"],"properties":{"units":{"type":"number","default":10,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"ths_each":{"type":"number","default":200,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"availability_percent":{"type":"number","default":90,"maximum":100,"minimum":0}},"additionalProperties":false},"default":[{"units":10,"ths_each":200,"availability_percent":90},{"units":11,"ths_each":220.00000000000003,"availability_percent":99.00000000000001},{"units":10,"ths_each":200,"availability_percent":90},{"units":11,"ths_each":220.00000000000003,"availability_percent":99.00000000000001}],"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_bhdPIzdJRLelg-FyAdCog","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":"Analyzes a list of mining machine rows (units, TH/s, availability) and returns IQR-based outlier flags identifying anomalous entries in the fleet hashrate dataset.","exampleAgentPrompt":"Flag any IQR outliers in my mining fleet: I have 10 units at 200 TH/s each with 90% availability, 11 units at 220 TH/s with 99% availability, and 5 units at 180 TH/s with 75% availability — give me the outlier report.","exampleUseCases":[{"title":"Detecting underperforming miners in fleet","prompt":"I have a fleet of miners with different hashrates and uptime percentages — can you run IQR outlier detection on them and flag which rows look statistically unusual? Here's my data: 10 units at 200 TH/s / 90% uptime, 11 units at 220 TH/s / 99% uptime, 3 units at 50 TH/s / 40% uptime."},{"title":"Quality-checking new hardware batch","prompt":"We just added a new batch of ASICs to our farm. Can you run IQR outlier flagging on this combined fleet dataset to see if any of the new machines have hashrate or availability numbers that look out of range? Units: 15 at 210 TH/s / 95%, 12 at 205 TH/s / 92%, 2 at 500 TH/s / 100%."},{"title":"Routine fleet health statistical audit","prompt":"Run a statistical IQR outlier check on my mining fleet for this week's performance snapshot — I want to know which rows are flagged as anomalies: 20 units at 200 TH/s / 88%, 18 units at 195 TH/s / 91%, 5 units at 210 TH/s / 60%, 1 unit at 900 TH/s / 99%."}],"resultDescription":"Returns a bounded IQR outlier flags report for the submitted mining fleet rows, identifying which rows (combinations of units, TH/s, and availability) fall outside the interquartile range thresholds. The report discloses the formula and units used but does not include live prices or guaranteed return projections.","failureModes":["Fewer than 2 rows submitted — minimum row count not met","Row missing required fields (units, ths_each, availability_percent) — validation error","units or ths_each set to 0 or negative — exclusiveMinimum constraint violated","availability_percent exceeds 100 — maximum constraint violated","More than 200 rows submitted — maxItems constraint exceeded","Malformed JSON body — parse error","Insufficient USDC balance or x402 payment failure"],"whenToPreferThis":"Use this endpoint when you have a structured list of mining machine rows and want to identify statistical outliers using the IQR method — particularly useful for fleet audits, hardware QC, or anomaly detection in mining operations. Prefer this over manual spreadsheet analysis or general statistics APIs when you need a purpose-built, low-cost ($0.01 USDC) mining-specific outlier report with disclosed formula and units.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:47:20.625Z","isFirstParty":false,"canonicalSlug":"active-mining-fleet-hashrate-iqr-outlier-flags-8e04ae30"}