{"uid":"cap_kiMQNp9qlGrs8gas8BKJE","slug":"transformation-throughput-duplicate-key-report-two-measure-correlation-728a043a","name":"Transformation Throughput — Duplicate Key Report + Two-Measure Correlation","description":"Transformation throughput — Duplicate key report + Two-measure correlation: Duplicate key report + 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-13-066?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_ylhxj6NvD3q4K1Z1BP_5O","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":"Analyzes up to 200 transformation throughput records to produce a duplicate key report and a Pearson/correlation analysis between processed_rows and duration_seconds.","exampleAgentPrompt":"Can you check my transformation throughput data for duplicate row IDs and also tell me how correlated processed_rows and duration_seconds are? I have about 50 records across two dataset groups spanning October 2026.","exampleUseCases":[{"title":"ETL pipeline duplicate key audit","prompt":"I have 120 transformation throughput records from our nightly ETL jobs — can you scan them for duplicate row_ids and flag any repeated keys across dataset groups?"},{"title":"Throughput vs duration correlation check","prompt":"I want to know if the number of rows processed is statistically correlated with how long the transformation takes — here are my 80 records with processed_rows and duration_seconds values, can you run the correlation?"},{"title":"Data quality pre-publish validation","prompt":"Before we publish this batch of 150 transformation throughput records, can you run a duplicate key check and a correlation report on processed_rows vs duration_seconds so we can catch any issues?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_ids or record combinations that appear more than once, and (2) a two-measure correlation report quantifying the statistical relationship between processed_rows and duration_seconds across the supplied dataset.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — exceeds maximum limit","Missing required fields (row_id, date, processed_rows, duration_seconds) — validation error","Invalid date format (not YYYY-MM-DD) — schema rejection","Null values for both measures in all rows — correlation cannot be computed","Payment of 0.01 USDC not included or rejected — 402 error"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key audit and a correlation analysis on transformation throughput data (processed_rows and duration_seconds) in a single API call for up to 200 rows, without needing live lookups, external enrichment, or predictive modeling. It is cost-effective at $0.01 USDC for two reports simultaneously using local analytical engines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:29.063Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-duplicate-key-report-two-measure-correlation-728a043a"}