{"uid":"cap_5QUxuDEp3KcGMiHQqYOTx","slug":"data-reconciliation-analytics-numeric-distribution-two-measure-e1bbcf9b","name":"Data Reconciliation Analytics: Numeric Distribution + Two-Measure Correlation","description":"Data reconciliation — Numeric distribution + Two-measure correlation: Numeric distribution + Two-measure correlation for supplied data reconciliation records (source_total, target_total). 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-11-081?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":20,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":15,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":30,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_total","target_total"],"type":"string","default":"source_total"}}},"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_uOaA0dFS4uG97UKgPvYAq","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 supplied data reconciliation records (source_total vs target_total) by computing numeric distribution statistics and a two-measure correlation report for up to 200 rows.","exampleAgentPrompt":"I have 50 reconciliation rows with source_total and target_total values — can you run a numeric distribution analysis and a two-measure correlation report on the source_total field to see how well they align?","exampleUseCases":[{"title":"ETL pipeline reconciliation audit","prompt":"I just ran our nightly ETL job and have 120 rows of source vs target totals across two dataset groups — run the numeric distribution and correlation analysis on source_total so I can see if the pipeline is producing consistent output."},{"title":"Financial close data validation","prompt":"I need to check our month-end close reconciliation — here are 80 rows with source_total and target_total figures. Give me a distribution breakdown and correlation report between the two measures so I can spot any systemic gaps."},{"title":"Data migration accuracy check","prompt":"We migrated data last week and I have 200 rows comparing source_total and target_total by date and group. Can you run the distribution and two-measure correlation reports on target_total to verify the migration landed correctly?"}],"resultDescription":"Returns two independent analytical reports: (1) a numeric distribution report showing statistical spread (min, max, mean, median, percentiles, etc.) for the selected field, and (2) a two-measure correlation report quantifying the statistical relationship between source_total and target_total across the supplied rows. Up to 200 rows processed per call.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) causes schema rejection","Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array returns a minItems validation error","Payment failure or insufficient USDC balance prevents processing"],"whenToPreferThis":"Choose this endpoint when you have structured data reconciliation records with source and target totals and need both a distribution analysis and a correlation measure in a single low-cost call ($0.01 USDC for both reports). Ideal for data engineers, analysts, and finance teams doing ETL validation, migration checks, or financial close reconciliation without requiring external data lookups or live predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:30.593Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-analytics-numeric-distribution-two-measure-e1bbcf9b"}