{"uid":"cap_S80_zOtqh2KESu3YYIH8B","slug":"transformation-throughput-record-quality-audit-two-measure-correlation-bc9dbf2e","name":"Transformation Throughput — Record Quality Audit + Two-Measure Correlation","description":"Transformation throughput — Record quality audit + Two-measure correlation: Record quality audit + Two-measure correlation 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-13-015?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_I13c38eiZ2_1Hxob9Y-HB","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":"Audits data quality and computes correlation between processed_rows and duration_seconds for up to 200 transformation throughput records, returning two analytical reports.","exampleAgentPrompt":"Can you audit the quality of my transformation throughput records and check how correlated processed_rows and duration_seconds are? I've got about 50 rows from dataset groups 'prod-a' and 'prod-b' covering October 2026 that I'd like analyzed.","exampleUseCases":[{"title":"ETL pipeline health check","prompt":"I ran our nightly ETL jobs this week and have 120 records with row counts and durations per dataset group — can you audit them for data quality issues like nulls or outliers and tell me how strongly processing time correlates with rows processed?"},{"title":"Throughput scaling investigation","prompt":"We're seeing inconsistent pipeline performance across our two dataset groups 'warehouse' and 'staging' — can you run a quality audit and correlation analysis on these 80 throughput records to see if duration really scales with processed row count?"},{"title":"Data quality report before dashboard publish","prompt":"Before I publish our pipeline metrics dashboard, can you validate these 150 transformation records for quality issues and compute the correlation between processed_rows and duration_seconds so I can include the stats in the report?"}],"resultDescription":"Two analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, and anomalies across the supplied rows; and (2) a two-measure correlation report quantifying the statistical relationship between processed_rows and duration_seconds. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, processed_rows, duration_seconds) cause row-level rejection","Malformed date strings not matching YYYY-MM-DD pattern are rejected","All-null values for either measure may produce undefined correlation output","Submitting zero rows or an empty array returns an error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records with processed_rows and duration_seconds fields and need both a data quality audit and a pairwise correlation analysis in a single low-cost call. It is well-suited for ETL/pipeline monitoring workflows where you want to validate record completeness and understand throughput scaling behavior without any external data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:12.258Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-record-quality-audit-two-measure-correlation-bc9dbf2e"}