{"uid":"cap_cFeG-ozFRShNb7EkXPOXV","slug":"transformation-throughput-analytics-category-frequencies-numeric-row-6e8c3e98","name":"Transformation Throughput Analytics: Category Frequencies + Numeric Row Ordering","description":"Transformation throughput — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering 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-13-100?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_zk0f7XZt_KsRrOCCIvB8c","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 frequencies (by dataset_group) and numeric row ordering for transformation throughput records (processed_rows, duration_seconds) — up to 200 rows, two analytical reports per call.","exampleAgentPrompt":"I have a list of up to 50 ETL pipeline runs — each with a row_id, dataset_group, date, processed_rows, and duration_seconds — can you give me a category frequency breakdown by dataset_group and also rank those runs in order of processed_rows?","exampleUseCases":[{"title":"ETL group frequency breakdown","prompt":"Here are 120 transformation job records with dataset_group, processed_rows, and duration_seconds. Can you count how often each dataset_group appears and also rank the records by processed_rows from highest to lowest?"},{"title":"Pipeline duration ranking report","prompt":"I've got a batch of 80 data pipeline runs. Give me two reports: one showing the frequency of each dataset_group, and one ranking all runs by duration_seconds so I can see which jobs took the longest."},{"title":"Throughput audit for data teams","prompt":"We ran 200 transformation jobs last month, each tagged with a dataset_group and a processed_rows count. Can you compute the group frequencies and order the rows by processed_rows so our data team can audit throughput performance?"}],"resultDescription":"Returns two analytical reports: (1) a category frequency table counting how many records belong to each dataset_group value, and (2) a numeric row ordering of records sorted by the specified field (processed_rows or duration_seconds). No predictions or external data are used — all analysis is performed on the supplied rows.","failureModes":["More than 200 rows supplied — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Null values in processed_rows or duration_seconds may affect numeric ordering output","Invalid enum value for 'field' parameter (must be 'processed_rows' or 'duration_seconds')"],"whenToPreferThis":"Choose this endpoint when you need a fast, local, offline-style dual analytical report on transformation throughput data — specifically category frequency counts by dataset_group and numeric row ordering by a chosen numeric field — without needing live data lookup, ML predictions, or external enrichment. Ideal for lightweight ETL audit workflows, pipeline performance summaries, and agent-driven data quality checks on up to 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:00.251Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-category-frequencies-numeric-row-6e8c3e98"}