{"uid":"cap_llVbxS0kPUSpPWYWf0kn0","slug":"transformation-throughput-analytics-grouped-summary-correlation-7bc1cfc2","name":"Transformation Throughput Analytics: Grouped Summary & Correlation","description":"Transformation throughput — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + Two-measure correlation for supplied transformation throughput records (processed_rows, duration_seconds). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-13-095?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":20,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":15,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":30,"duration_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["processed_rows","duration_seconds"],"type":"string","default":"processed_rows"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","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":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_AuTdMuaWYzMVZxqFv6j09","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes transformation throughput records by computing a grouped numeric summary and a two-measure correlation (processed_rows vs duration_seconds) for up to 200 rows.","exampleAgentPrompt":"Can you analyze my transformation throughput records — I have rows with dataset_group, date, processed_rows, and duration_seconds — and give me both a grouped numeric summary by dataset_group and the correlation between processed_rows and duration_seconds? Here's my data: [{\"row_id\":\"r1\",\"dataset_group\":\"group-a\",\"date\":\"2026-10-01\",\"processed_rows\":10,\"duration_seconds\":1},{\"row_id\":\"r2\",\"dataset_group\":\"group-b\",\"date\":\"2026-10-02\",\"processed_rows\":20,\"duration_seconds\":2}].","exampleUseCases":[{"title":"ETL pipeline performance review","prompt":"I have 50 transformation job records with dataset_group, processed_rows, and duration_seconds columns — can you group them by dataset_group to get summary stats and also tell me how strongly processed_rows correlates with duration_seconds?"},{"title":"Identifying slow dataset groups","prompt":"Here are my daily transformation throughput logs for the past month across three dataset groups. Give me a grouped numeric summary so I can see which group has the highest average duration_seconds, and also compute the correlation between processed_rows and duration_seconds."},{"title":"Pipeline efficiency benchmarking","prompt":"I'm benchmarking two data pipeline configurations — group-a and group-b — and I have 120 rows of throughput data with processed_rows and duration_seconds. Can you summarize the numbers by group and show me the correlation between those two measures?"}],"resultDescription":"Returns two independent analytical reports: (1) a grouped numeric summary with descriptive statistics (mean, min, max, etc.) for processed_rows or duration_seconds broken down by dataset_group, and (2) a two-measure correlation report quantifying the relationship between processed_rows and duration_seconds across the supplied records.","failureModes":["More than 200 rows submitted — request exceeds row limit","Missing required fields (row_id, dataset_group, date, processed_rows, or duration_seconds) cause validation error","Invalid date format (must be YYYY-MM-DD)","All values for a measure are null — correlation cannot be computed","Numeric values outside allowed range (±1,000,000,000,000) rejected","Fewer than 1 row submitted — minimum not met"],"whenToPreferThis":"Choose this endpoint when you have transformation throughput records (processed_rows, duration_seconds) and need both a grouped descriptive summary and a correlation analysis in a single call for up to 200 rows, without requiring any live data lookup, prediction, or external integrations. Ideal for data engineers and analysts who want quick, self-contained statistical reporting on ETL or pipeline performance data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:59.119Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-grouped-summary-correlation-7bc1cfc2"}