{"uid":"cap_R_t5do4awNw_qJzrJr_xy","slug":"agent402-tools-csv-profile-workflow-301bbad0","name":"agent402.tools CSV Profile Workflow","description":"Bundled execution of the CSV profile workflow - Hand the pack a CSV and get back a column-by-column profile: descriptive stats, outliers, pairwise correlations, and a baseline linear regression. The deterministic 'what's in this dataset?' workup b...","url":"https://agent402.tools/api/skill/csv-profile","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","description":"Raw CSV text (max 500KB; first row is treated as the header)"},"columnA":{"type":"string","description":"Primary numeric column to profile in depth (e.g. revenue)"},"columnB":{"type":"string","description":"Second numeric column for correlation + regression (e.g. cost)"}}},"responseSchema":{"type":"json","example":{"args":{"csv":"year,revenue,cost\n2022,1000,800\n2023,1500,1100\n2024,2100,1400","columnA":"revenue","columnB":"cost"},"pack":"csv-profile","steps":[{"ok":true,"slug":"csv-to-json","result":{}},{"ok":true,"slug":"json-query","result":{}},{"ok":true,"slug":"stats-summary","result":{}},{"ok":true,"slug":"outliers","result":{}},{"ok":true,"slug":"correlation","result":{}},{"ok":true,"slug":"linear-regression","result":{}}],"summary":"6/6 steps succeeded"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","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":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_ua0sfzV5J-Ty__b1S9j_G","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Profiles a CSV dataset column-by-column, returning descriptive stats, outlier detection, pairwise correlations, and a baseline linear regression in one bundled call","exampleAgentPrompt":"Can you profile this CSV I'm pasting — treat 'revenue' as the primary column and 'cost' as the second, and give me descriptive stats, any outliers, and a regression between them?","exampleUseCases":null,"resultDescription":"Returns a structured breakdown per column including descriptive statistics (mean, median, std dev, min/max), identified outliers, pairwise correlation coefficients between columns, and a baseline linear regression summary (slope, intercept, R²) for the two specified numeric columns.","failureModes":["CSV exceeds 500KB limit — payload too large error","columnA or columnB names don't match any header in the CSV — column not found error","CSV is malformed or missing headers — parse error","Non-numeric data in specified columns — computation error","Empty CSV body — validation error"],"whenToPreferThis":"Use this endpoint when you need a comprehensive, one-shot exploratory data analysis of a CSV dataset without writing code — it bundles stats, outliers, correlations, and regression in a single paid call. Prefer it over manual or step-by-step approaches when you want a deterministic 'what's in this dataset?' workup quickly and cheaply at $0.05 per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T07:04:35.746Z","isFirstParty":false}