{"uid":"cap_e0ufJEFPJuci21U1UWjbB","slug":"transformation-throughput-analytics-weighted-mean-date-category-pivot-26f439ce","name":"Transformation Throughput Analytics: Weighted Mean + Date-Category Pivot","description":"Transformation throughput — Secondary-measure weighted mean + Date by category pivot: Secondary-measure weighted mean + 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-13-185?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_dhlCLFv__AK0Rp98abTsU","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 secondary-measure weighted mean and a date-by-category pivot table for transformation throughput records (processed_rows, duration_seconds) supplied by the caller.","exampleAgentPrompt":"I have 4 transformation throughput records for different dataset groups between 2026-10-01 and 2026-10-04 — each has a row_id, dataset_group, date, processed_rows, and duration_seconds. Can you run a weighted mean using processed_rows as the field, plus a date-by-category pivot on all of them and give me both reports?","exampleUseCases":[{"title":"ETL batch performance summary","prompt":"I've got 50 rows of ETL job logs with row_id, dataset_group, date, processed_rows, and duration_seconds. Can you compute a weighted mean for processed_rows and also pivot the data by date and dataset group so I can see throughput trends across my pipeline batches?"},{"title":"Pipeline duration analysis by team","prompt":"Here are 120 transformation throughput records from last month — each has a group name, date, processed rows count, and duration in seconds. Run a weighted mean on duration_seconds and give me a date-by-category pivot so I can compare how long each team's jobs are taking."},{"title":"Data quality audit of processing speed","prompt":"I need to audit throughput across 3 dataset groups for October. I have up to 80 records with row_id, dataset_group, date, processed_rows, and duration_seconds. Please compute the secondary-measure weighted mean for duration_seconds and pivot everything by date and category."}],"resultDescription":"Returns two analytical reports computed locally from the supplied rows: (1) a secondary-measure weighted mean of the chosen field (processed_rows or duration_seconds) and (2) a date-by-category pivot table breaking down values by date and dataset_group. No external data is fetched; results are derived entirely from the caller-supplied records (up to 200 rows).","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) on any row causes validation failure","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null values in processed_rows or duration_seconds may affect weighted mean computation","Invalid enum value for 'field' parameter (must be 'processed_rows' or 'duration_seconds')","Payment of 0.01 USDC not confirmed — request blocked by x402 paywall"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records with processed_rows and duration_seconds fields and need both a weighted mean and a date-by-category pivot in a single paid call. It is ideal for ETL/pipeline analytics where you want offline, supply-only computation with no external lookups. Prefer alternatives if you need more than 200 rows, real-time pipeline monitoring, or different report types such as histogram or outlier detection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:10.329Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-weighted-mean-date-category-pivot-26f439ce"}