{"uid":"cap_ng5r-KufcCaQKLxmdCddV","slug":"transformation-throughput-record-quality-audit-category-frequencies-3640ecb3","name":"Transformation Throughput — Record Quality Audit + Category Frequencies","description":"Transformation throughput — Record quality audit + Category frequencies: Record quality audit + Category frequencies 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-13-006?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}}},"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_mirfIB2F5lIMdLEfEse1o","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":"Runs two local analytical reports on transformation throughput data: a record quality audit and category frequency analysis, for up to 200 rows of processed_rows and duration_seconds data.","exampleAgentPrompt":"Can you audit the quality of these transformation throughput records and also give me a frequency count by dataset_group? I have about 50 rows with fields like row_id, date, dataset_group, processed_rows, and duration_seconds.","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 120 rows of transformation throughput logs with processed_rows and duration_seconds — can you run a record quality audit on them and flag any nulls or anomalies?"},{"title":"Dataset group frequency analysis","prompt":"Here are my pipeline run records with dataset_group labels — can you tell me how frequently each group appears and whether any records have missing or invalid values?"},{"title":"Batch processing audit for reporting","prompt":"I need two reports on my transformation throughput data: one checking record completeness and quality, and one showing how many records fall into each dataset_group category. I have 80 rows to analyze."}],"resultDescription":"Two analytical reports: (1) a record quality audit identifying null values, invalid entries, and data completeness issues across processed_rows and duration_seconds fields; (2) a category frequency summary showing how often each dataset_group value appears across the supplied rows.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, dataset_group, processed_rows, duration_seconds) cause row-level rejection","Invalid date format (not YYYY-MM-DD) fails pattern validation","Extremely large numeric values near the 1e12 boundary may be flagged","Empty rows array (minItems:1 violated) returns an error"],"whenToPreferThis":"Choose this endpoint when you need offline/local analytical reports on transformation throughput records — specifically a quality audit plus dataset_group frequency breakdown — without any external lookups, predictions, or live data enrichment. Ideal for small-to-medium batches (up to 200 rows) where you want two bundled reports in a single low-cost call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:30.890Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-record-quality-audit-category-frequencies-3640ecb3"}