{"uid":"cap_1IyfNl6kVCromHPYMeFGu","slug":"transformation-throughput-analytics-string-normalisation-grouped-2a20ca31","name":"Transformation Throughput Analytics — String Normalisation + Grouped Numeric Summary","description":"Transformation throughput — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary 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-13-023?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_oSQ_wQ8AxM0NQEMEAMNTr","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":"Accepts up to 200 transformation throughput records and returns two analytical reports: string normalisation of text fields and a grouped numeric summary of processed_rows or duration_seconds by dataset group.","exampleAgentPrompt":"I have 150 rows of transformation throughput data with columns row_id, dataset_group, date, processed_rows, and duration_seconds — can you normalise the string fields and give me a grouped numeric summary of processed_rows broken down by dataset group?","exampleUseCases":[{"title":"ETL pipeline throughput review","prompt":"Here are 120 records from our nightly ETL runs with row_id, dataset_group, date, processed_rows, and duration_seconds — please normalise the string fields and give me a grouped summary of processed_rows so I can see which groups are processing the most data."},{"title":"Duration bottleneck analysis by group","prompt":"I've got 80 transformation job records tracking duration_seconds across different dataset groups — can you normalise the group name strings and produce a grouped numeric summary of duration_seconds so I can spot which groups are taking the longest?"},{"title":"Data quality check on throughput records","prompt":"We collected 200 rows of transformation throughput data including processed_rows and duration_seconds per dataset_group — run a string normalisation pass on the text fields and give me a grouped numeric summary of processed_rows for a quick sanity check on our pipeline output."}],"resultDescription":"Two analytical reports: (1) a string normalisation report cleaning and standardising text fields such as row_id and dataset_group; (2) a grouped numeric summary report aggregating the selected numeric field (processed_rows or duration_seconds) by dataset_group, including descriptive statistics per group. All computed locally with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes rejection","Invalid date format (not YYYY-MM-DD) triggers a schema validation error","Null values in the selected numeric field may affect summary statistics","Selecting an invalid field enum value (not processed_rows or duration_seconds) returns an error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records with both text and numeric fields and need two co-produced reports — string normalisation and a grouped numeric summary — in a single low-cost call ($0.01 USDC). Ideal for ETL pipeline analysis, data engineering audits, or quick group-level aggregation of processed_rows or duration_seconds without setting up a local analytics environment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:52.275Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-string-normalisation-grouped-2a20ca31"}