{"uid":"cap_1moJsohthkpLv2BnGNmUW","slug":"transformation-throughput-analytics-two-measure-correlation-date-by-63dc3228","name":"Transformation Throughput Analytics: Two-Measure Correlation + Date-by-Category Pivot","description":"Transformation throughput — Two-measure correlation + Date by category pivot: Two-measure correlation + Date by category pivot 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-13-182?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_99UXa7_KE978Yd07X0i0l","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 Pearson/rank correlation between processed_rows and duration_seconds, and pivots date-grouped transformation throughput records by category — delivering two statistical reports from user-supplied data.","exampleAgentPrompt":"I have up to 200 rows of transformation throughput logs with row_id, dataset_group, date, processed_rows, and duration_seconds fields — can you run a two-measure correlation between processed_rows and duration_seconds AND a date-by-category pivot on them, and give me both reports?","exampleUseCases":[{"title":"ETL pipeline performance correlation","prompt":"Here are my ETL run records for October with fields row_id, dataset_group, date, processed_rows, and duration_seconds — can you correlate processed_rows against duration_seconds and also pivot the data by date and dataset group so I can see throughput patterns?"},{"title":"Data team weekly throughput review","prompt":"I've got 150 transformation job records from last week, each with a date, a dataset_group like 'group-a' or 'group-b', processed_rows, and duration_seconds. Run both a correlation report between the two measures and a date-by-category pivot so I can present the summary to my team."},{"title":"Identifying slow batch jobs by group","prompt":"Can you analyze these 80 pipeline throughput records — they have dates, dataset groups, processed row counts, and duration in seconds — and tell me both how correlated row volume is with runtime, and show me a breakdown of totals by date and dataset group?"}],"resultDescription":"Returns two independent analytical reports: (1) a two-measure correlation result quantifying the statistical relationship between processed_rows and duration_seconds across the supplied rows, and (2) a date-by-category pivot table aggregating transformation throughput metrics grouped by date and dataset_group. Both reports are derived entirely from the submitted data with no external lookups.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — payload rejected","Missing required fields (row_id, date, processed_rows, duration_seconds) — schema validation failure","Malformed date strings not matching YYYY-MM-DD pattern — validation error","All numeric values null — correlation undefined, may return NaN or error","Non-numeric values in processed_rows or duration_seconds — type error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records with processed_rows and duration_seconds measures and need both a correlation analysis and a date-by-category pivot in a single low-cost call. Ideal for data engineers wanting quick statistical summaries of ETL job performance without setting up local analytics infrastructure. The $0.01 flat fee covers both reports simultaneously, making it cost-efficient versus calling two separate analytics endpoints.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:13.793Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-two-measure-correlation-date-by-63dc3228"}