{"uid":"cap_P0RLcDPZaIpiVEfWTwnK6","slug":"kihustle-correlation-matrix-builder-6224f5a2","name":"KiHustle Correlation Matrix Builder","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/correlation-matrix-builder?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"datasets":{"type":"object"}}},"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_tY3TxLCjH3ZaWbQ378G-N","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":"Builds a correlation matrix from one or more input datasets to reveal statistical relationships between variables","exampleAgentPrompt":"Can you build a correlation matrix from my sales dataset — I have columns for revenue, ad spend, units sold, and customer count, and I want to see how they all relate to each other?","exampleUseCases":[{"title":"Feature correlation for ML preprocessing","prompt":"Before I train my model, can you run a correlation matrix on my feature dataset so I can spot which columns are highly redundant and might cause multicollinearity issues?"},{"title":"Financial variables relationship check","prompt":"I have monthly data on stock price, trading volume, interest rate, and consumer sentiment — can you build a correlation matrix so I can see which pairs move together?"},{"title":"Marketing spend attribution analysis","prompt":"I want to understand how my different marketing channels relate to each other and to conversions — can you compute a correlation matrix from my campaign performance data with columns for email clicks, paid impressions, social engagement, and weekly signups?"}],"resultDescription":"A JSON object containing the computed correlation matrix showing pairwise correlation coefficients between all variables in the input datasets, along with a status field indicating successful processing.","failureModes":["Missing or malformed datasets object returns an error","Non-numeric data columns may cause computation failure","Empty dataset object may return generic processed/success response without meaningful matrix","Insufficient data points per variable may yield unreliable correlation values","Payment failure via x402 will block request before processing"],"whenToPreferThis":"Choose this endpoint when you need a quick, pay-per-call correlation matrix computation without setting up your own statistical pipeline. Suitable for lightweight data science tasks, ML feature engineering preprocessing, or financial analysis where you want pairwise correlations across a moderate number of variables. Prefer alternatives like a full analytics platform if you need visualization, p-values, or advanced statistical tests alongside the matrix.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:36:18.591Z","isFirstParty":false,"canonicalSlug":"kihustle-correlation-matrix-builder-96f652c2"}