{"uid":"cap_U92au7kYWclj_S4ECJsQs","slug":"transformation-throughput-analytics-category-frequencies-secondary-485fa7ac","name":"Transformation Throughput Analytics: Category Frequencies + Secondary-Measure Weighted Mean","description":"Transformation throughput — Category frequencies + Secondary-measure weighted mean: Category frequencies + 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-13-109?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_gMw5SW8gOrKeLNXRF8qQZ","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 category-level frequencies and a secondary-measure weighted mean for transformation throughput records (processed_rows, duration_seconds) across up to 200 rows in two independent analytical reports.","exampleAgentPrompt":"Analyze my transformation throughput logs — here are up to 200 rows with row_id, dataset_group, date, processed_rows, and duration_seconds fields — and give me two reports: category frequencies by dataset_group and the weighted mean of processed_rows using duration_seconds as the weight.","exampleUseCases":[{"title":"ETL pipeline group distribution audit","prompt":"I have 150 transformation run records with dataset_group, processed_rows, and duration_seconds. Can you compute how frequently each dataset group appears and give me the weighted mean of processed_rows (weighted by duration_seconds) across all groups?"},{"title":"Duration-weighted throughput summary by category","prompt":"Here are my batch processing logs for last month — each row has a dataset_group, a date, processed_rows, and duration_seconds. Give me the category frequency counts per group and the duration-weighted mean of duration_seconds so I can see which groups are slowest on average."},{"title":"Pipeline performance reporting for multiple teams","prompt":"We have transformation throughput data from four different dataset groups across 200 rows. I need a report showing how many rows belong to each group (category frequencies) and the weighted average of processed_rows weighted by duration_seconds — both as separate reports in one call."}],"resultDescription":"Returns two independent analytical reports: (1) category frequencies showing how often each dataset_group value appears in the submitted rows, and (2) a weighted mean of the selected measure field (processed_rows or duration_seconds) with the other measure used as the weight — summarized across up to 200 input records.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) on any row — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — rejection","All values for the selected measure are null — weighted mean cannot be computed","Payment of 0.01 USDC not completed — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you have transformation throughput records (ETL or pipeline logs) with categorical groupings and two numeric measures, and you need both a frequency distribution of categories AND a weighted mean in a single cost-efficient call. Ideal when you have up to 200 rows and want self-contained local computation with no external data lookups or live integrations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:12.805Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-category-frequencies-secondary-485fa7ac"}