{"uid":"cap_r63rP1z_YIzNsdp3YDuOj","slug":"json-outlier-detector-z-score-dbe9b8f8","name":"JSON Outlier Detector (Z-Score)","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/agents/api/v1/json-outlier-detector-zscore?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string"}}},"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_JxVKFiKR0sYDf7MPW_ujU","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":"Detects statistical outliers in JSON data using Z-score analysis","exampleAgentPrompt":"Can you check this JSON dataset for statistical outliers using Z-score? Here's the data: {\"values\": [10, 12, 11, 9, 150, 10, 13, 11]}","exampleUseCases":[{"title":"Anomaly detection in sensor readings","prompt":"I have a JSON array of temperature sensor readings and I think a few of them are faulty — can you run Z-score outlier detection on this data to flag the weird values? Data: {\"readings\": [22.1, 21.8, 22.3, 21.9, 99.4, 22.0, 21.7]}"},{"title":"Quality check on sales figures","prompt":"Here's a JSON blob of our daily sales numbers from last quarter — can you detect any statistical outliers using Z-score so I can investigate suspicious spikes or drops? Data: {\"sales\": [4200, 4350, 4100, 4280, 4400, 420, 4320, 4150]}"},{"title":"Flagging anomalies in financial transactions","prompt":"I've got a set of transaction amounts in JSON and I want to know which ones are statistically unusual — can you run Z-score outlier detection on them? Data: {\"amounts\": [150, 145, 162, 158, 1450, 155, 148, 160]}"}],"resultDescription":"Returns a JSON object indicating processed results, likely including which data points were flagged as outliers, their Z-scores, and an overall success status. The response includes a 'result' field and a 'status' field confirming success.","failureModes":["Malformed JSON text input may result in a processing error","Non-numeric values in the dataset may cause Z-score computation to fail","Empty dataset or single-value arrays may not produce meaningful Z-scores","Missing 'text' field in request body returns an error","Payment failure (x402) if USDC balance is insufficient"],"whenToPreferThis":"Choose this endpoint when you need lightweight, fast statistical outlier detection on a JSON-formatted dataset without setting up your own data pipeline. It is especially useful for agents performing automated data quality checks, anomaly monitoring in numeric datasets, or pre-processing steps before further analysis. It operates on text-encoded JSON so it can handle flexible data shapes.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T06:54:32.145Z","isFirstParty":false,"canonicalSlug":"json-outlier-detector-z-score-dbe9b8f8"}