{"uid":"cap_uJo0mGpTS35owH_i80KR5","slug":"numeric-precision-comparisons-exact-row-deduplication-two-measure-ede28b0a","name":"Numeric Precision Comparisons — Exact Row Deduplication + Two-Measure Correlation","description":"Numeric precision comparisons — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied numeric precision comparisons records (source_value, transformed_value). 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-20-050?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_value","transformed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"transformed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_value":10,"dataset_group":"group-a","transformed_value":1},{"date":"2026-10-02","row_id":"row-2","source_value":20,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":15,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":30,"dataset_group":"group-b","transformed_value":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_3UfJVbjyWY0QWIfydXsaa","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":"Performs exact row deduplication and two-measure correlation analysis on up to 200 rows of paired numeric source/transformed values, returning two analytical reports.","exampleAgentPrompt":"Can you run exact row deduplication and correlation analysis on these 4 records — row-1 (group-a, 2026-10-01, source 10, transformed 1), row-2 (group-b, 2026-10-02, source 20, transformed 2), row-3 (group-a, 2026-10-03, source 15, transformed 3), row-4 (group-b, 2026-10-04, source 30, transformed 4) — and give me both the dedup report and the correlation between source and transformed values?","exampleUseCases":[{"title":"ETL pipeline data quality audit","prompt":"I have 150 rows from my ETL pipeline with source_value and transformed_value columns — can you check them for exact duplicate rows and also tell me how correlated the source and transformed values are across group-a and group-b?"},{"title":"Financial transformation accuracy check","prompt":"Here are 80 records from our financial data transformation, each with an original amount and a post-conversion amount. Can you deduplicate the rows exactly and compute the correlation between the two numeric measures so I can validate the transformation quality?"},{"title":"Sensor data redundancy and relationship analysis","prompt":"I've got 200 sensor readings with raw_value as source and calibrated_value as transformed — run exact deduplication to find any repeated measurements and give me the two-measure correlation report between raw and calibrated readings."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying duplicate rows and unique record counts across the supplied dataset, and (2) a two-measure correlation report quantifying the statistical relationship between source_value and transformed_value columns, all computed locally without any external lookups.","failureModes":["More than 200 rows submitted — request rejected, maxItems limit exceeded","Missing required fields (row_id, dataset_group, date, source_value, transformed_value) — validation error","Date format not matching YYYY-MM-DD pattern — schema validation failure","Numeric values outside ±1,000,000,000,000 range — schema validation error","Empty rows array (minItems: 1 not met) — request rejected"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and correlation analysis on a paired numeric dataset in a single call at low cost ($0.01 USDC for both reports), with datasets up to 200 rows, and when no external data lookups, predictions, or live data are needed — purely local analytical computation on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:56.634Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-exact-row-deduplication-two-measure-ede28b0a"}