{"uid":"cap_8ggTARVpO6HOq35xxO9F1","slug":"transformation-throughput-record-quality-audit-secondary-measure-5dd7f99d","name":"Transformation Throughput — Record Quality Audit + Secondary-Measure Weighted Mean","description":"Transformation throughput — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean 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-13-016?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_2tzrKAS4RyKv7vEIy0R4S","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":"Audits record quality and computes a weighted mean for secondary measures across transformation throughput data (processed_rows, duration_seconds) for up to 200 rows.","exampleAgentPrompt":"Can you audit the record quality and compute a weighted mean for processed_rows across my transformation throughput records? I have 4 rows: row-1 in group-a on 2026-10-01 with 10 processed_rows and 1 duration_second, row-2 in group-b on 2026-10-02 with 20 processed_rows and 2 duration_seconds, row-3 in group-a on 2026-10-03 with 15 processed_rows and 3 duration_seconds, and row-4 in group-b on 2026-10-04 with 30 processed_rows and 4 duration_seconds.","exampleUseCases":[{"title":"ETL pipeline quality audit","prompt":"Can you run a record quality audit and weighted mean on these transformation throughput records — I've got 10 rows across two dataset groups with processed_rows and duration_seconds values from last week, and I want to check for any data quality issues before I report out."},{"title":"Weighted mean for duration analysis","prompt":"I need the weighted mean for duration_seconds across my 50 transformation job records grouped by dataset_group — can you audit the record quality and give me the secondary-measure weighted mean for these runs?"},{"title":"Pre-report data validation for data team","prompt":"Before I share this transformation throughput summary with leadership, can you audit these 150 rows for record quality issues and compute the weighted mean on processed_rows so I can confirm the data looks clean?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying issues such as missing values, out-of-range entries, or malformed records across the supplied transformation throughput rows, and (2) a weighted mean calculation for the specified secondary measure (processed_rows or duration_seconds), computed using shared local analytical engines — no external lookups or predictions.","failureModes":["More than 200 rows submitted — request exceeds row limit","Missing required fields (row_id, date, processed_rows, duration_seconds) — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Null or non-numeric values for processed_rows or duration_seconds may be flagged in quality audit","Invalid field enum value — must be 'processed_rows' or 'duration_seconds'"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a weighted mean statistic for transformation throughput records in a single call. It is ideal for data engineering teams validating ETL job outputs before reporting, or for agents that need a combined quality-check and summary statistic in one low-cost step. Prefer this over generic statistics endpoints when your data includes processed_rows and duration_seconds fields organized by dataset_group and date.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:41.748Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-record-quality-audit-secondary-measure-5dd7f99d"}