{"uid":"cap_gue0l8HypbWjv08W6iJa_","slug":"transformation-throughput-analytics-numeric-distribution-two-measure-a24b2aae","name":"Transformation Throughput Analytics — Numeric Distribution + Two-Measure Correlation","description":"Transformation throughput — Numeric distribution + Two-measure correlation: Numeric distribution + 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-13-081?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_WDmY3yDs1_lqpzmhhQ91N","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":"Computes a numeric distribution report and a two-measure correlation report for transformation throughput records (processed_rows, duration_seconds) across up to 200 supplied rows.","exampleAgentPrompt":"Can you analyze my transformation throughput records and give me both a numeric distribution of processed_rows and the correlation between processed_rows and duration_seconds? I have up to 50 rows from different dataset groups across October 2026.","exampleUseCases":[{"title":"ETL pipeline performance audit","prompt":"I have records from our nightly ETL jobs — each row has a date, a dataset group, how many rows were processed, and how many seconds it took. Can you run a numeric distribution on processed_rows and also check whether processed_rows and duration_seconds are correlated?"},{"title":"Data team throughput benchmarking","prompt":"We ran 80 transformation jobs last month across two groups. Can you give me the numeric distribution of duration_seconds and the correlation between processed_rows and duration_seconds so we can benchmark performance?"},{"title":"Detecting inefficient transformation batches","prompt":"I want to know if jobs that process more rows are also taking disproportionately longer. Can you compute the distribution of processed_rows and the two-measure correlation between processed_rows and duration_seconds for my 120 transformation records?"}],"resultDescription":"Returns two independent analytical reports: (1) a numeric distribution report for the selected field (processed_rows or duration_seconds), including statistical spread measures, and (2) a two-measure correlation report showing the relationship between processed_rows and duration_seconds — all computed locally from the supplied rows with no external lookups.","failureModes":["More than 200 rows submitted — exceeds the maximum row limit","Missing required fields (row_id, date, processed_rows, duration_seconds) on any row — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema rejection","All values null for the selected measure — distribution cannot be computed","Insufficient variance in both measures — correlation may be undefined or degenerate"],"whenToPreferThis":"Choose this endpoint when you have transformation pipeline records with processed_rows and duration_seconds and want both a distributional summary and a correlation between those two measures in a single paid call. It is purpose-built for ETL/throughput analytics and bundles two reports for $0.01 USDC, making it efficient when both analyses are needed together. Prefer alternatives if you need grouped summaries, string normalization, or more than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:56.021Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-numeric-distribution-two-measure-a24b2aae"}