{"uid":"cap_rE6qV6OVBMsv_Jw5rOT4R","slug":"transformation-throughput-analytics-numeric-distribution-weighted-mean-3c97be12","name":"Transformation Throughput Analytics: Numeric Distribution + Weighted Mean","description":"Transformation throughput — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + 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-13-082?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_PHd1cGCf8tI5g4UsXO-07","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 and a secondary-measure weighted mean for up to 200 transformation throughput records (processed_rows, duration_seconds) using local analytical engines.","exampleAgentPrompt":"Analyze my transformation throughput data — here are 5 records with processed_rows and duration_seconds — give me the numeric distribution for processed_rows and the weighted mean using duration_seconds as the secondary measure.","exampleUseCases":[{"title":"ETL pipeline throughput distribution review","prompt":"I have a week's worth of ETL job records with processed_rows and duration_seconds for two dataset groups — can you compute the numeric distribution of processed_rows and the weighted mean of duration_seconds across those records?"},{"title":"Data engineering performance benchmarking","prompt":"Here are 50 transformation run records from last month's batch jobs with processed_rows and duration_seconds. Give me the numeric distribution of duration_seconds and the weighted mean using processed_rows as the secondary measure so I can benchmark performance."},{"title":"Dataset group throughput comparison","prompt":"I want to compare throughput across dataset groups — I have 120 rows with date, dataset_group, processed_rows, and duration_seconds. Run the distribution and weighted mean reports on processed_rows for me."}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution breakdown of the selected primary field (processed_rows or duration_seconds) across the supplied records, and (2) a secondary-measure weighted mean — both computed locally without external lookups. Covers up to 200 input rows per call.","failureModes":["Input array empty or missing — minimum 1 row required","Row count exceeds 200 — request will be rejected","Invalid date format (must be YYYY-MM-DD) causes row validation failure","Null values in processed_rows or duration_seconds may affect distribution accuracy","Missing required fields (row_id) causes schema validation error","field enum value not recognized — must be 'processed_rows' or 'duration_seconds'"],"whenToPreferThis":"Choose this endpoint when you need both a numeric distribution and a weighted mean computed together on transformation throughput data (processed_rows, duration_seconds) in a single low-cost call. Ideal for ETL/pipeline analytics with up to 200 records where no external data lookup, prediction, or live data feed is needed. The bundled two-report format makes it efficient versus calling separate statistical endpoints.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:06.485Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-numeric-distribution-weighted-mean-3c97be12"}