{"uid":"cap_2HxHzkjHLmMGmSBEm08wj","slug":"kihustle-median-absolute-deviation-calculator-019d9a9f","name":"KiHustle Median Absolute Deviation Calculator","description":"Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.","url":"https://kihustle.tech/bot-bazaar/api/v1/json-median-abs-deviation?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"values":{"type":"array","items":{"type":"number"}}}},"responseSchema":{"type":"json","example":{"result":"processed","status":"success"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_TGzFOSUMuuME1FpgrJHvW","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Computes the median absolute deviation (MAD) of a submitted array of numeric values","exampleAgentPrompt":"Can you calculate the median absolute deviation for these numbers: [12.5, 14.1, 13.8, 99.3, 13.2, 14.7, 12.9]?","exampleUseCases":[{"title":"Outlier detection in sensor data","prompt":"I have temperature readings from my IoT sensors: [22.1, 21.8, 22.3, 21.9, 45.7, 22.0, 22.4] — can you compute the median absolute deviation so I can flag any anomalous readings?"},{"title":"Financial data dispersion analysis","prompt":"Calculate the median absolute deviation for these daily stock returns: [-0.02, 0.015, 0.008, -0.005, 1.23, 0.011, -0.003, 0.009] so I can spot unusual price movements."},{"title":"Robust spread for A/B test results","prompt":"I ran an A/B test and got these conversion times in seconds: [3.2, 3.5, 3.1, 3.4, 3.3, 18.7, 3.6, 3.2] — what's the median absolute deviation to understand the spread without the outlier throwing it off?"}],"resultDescription":"Returns a JSON object containing the computed median absolute deviation (MAD) of the submitted numeric array, along with a success status indicator. The MAD value represents the median of the absolute differences between each data point and the median of the dataset, providing a robust measure of statistical dispersion.","failureModes":["Empty array input may return an error or undefined result","Non-numeric values in the array will likely cause a processing failure","Extremely large arrays may hit payload or timeout limits","Malformed JSON body will return a 400-level error","Single-element arrays may return a MAD of 0 or behave unexpectedly"],"whenToPreferThis":"Choose this endpoint when you need a robust, outlier-resistant measure of statistical spread for a numeric dataset. Prefer MAD over standard deviation when your data may contain outliers that would distort variance-based metrics. Ideal for anomaly detection pipelines, financial data analysis, sensor monitoring, and any scenario where a single extreme value should not dominate the dispersion estimate.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T06:56:10.045Z","isFirstParty":false,"canonicalSlug":"kihustle-median-absolute-deviation-calculator-019d9a9f"}