{"uid":"cap_kGjKRtP2ViyrDSOHyIwKp","slug":"numora-outlier-detection-05b6a426","name":"Numora Outlier Detection","description":"100 pure math computation endpoints for AI agents. Statistics, financial math, linear algebra, equation solving, calculus, number theory, sequence generation, and unit conversions. Zero external dependencies. x402 micropayments on Base.","url":"https://numormor.netlify.app/api/statistics/outlier","method":"POST","headers":{},"bodySchema":{"type":"object","required":["data"],"properties":{"data":{"type":"array"},"method":{"enum":["iqr","zscore"],"type":"string"}}},"responseSchema":{"type":"object","required":["success","result","computation"],"properties":{"result":{"type":"object","description":"Computation result varies by endpoint"},"success":{"type":"boolean","description":"Always true on success"},"computation":{"type":"string","description":"Human-readable description of what was computed"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","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":{"p10Cents":"10.0000","medianCents":"10.0000","p90Cents":"10.0000","minCents":"10.0000","maxCents":"10.0000","p95Cents":"10.0000","sampleCount":1,"varies":false,"failureChargeRate":1},"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_RbNLV7fVub2oOvRjV4Zsc","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects statistical outliers in a numeric dataset using configurable methods","exampleAgentPrompt":"Find the outliers in this dataset using the IQR method: [2, 3, 4, 3, 5, 100, 2, 4, 3, 98, 4, 3].","exampleUseCases":null,"resultDescription":"Returns a JSON object with success flag, a result object containing identified outlier values and their indices or statistical thresholds, and a human-readable computation description explaining what was computed and how.","failureModes":["Missing required 'data' array returns error","Empty data array may return no outliers or error","Non-numeric values in data array cause computation failure","Invalid method string causes fallback to default or error","Payment failure via x402 returns 402 status before computation"],"whenToPreferThis":"Use this endpoint when you need a lightweight, zero-dependency statistical outlier detection on a numeric array without setting up a data science library. Ideal for AI agents performing data cleaning, anomaly flagging, or validation steps in a pipeline where only math computation is needed and no external data sources are required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:53:09.262Z","isFirstParty":false}