{"uid":"cap_GgyseCpuRX4oNtbCwrsUp","slug":"data-reconciliation-duplicate-key-report-numeric-distribution-c133213a","name":"Data Reconciliation Duplicate Key Report + Numeric Distribution","description":"Data reconciliation — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution 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-11-055?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_7Bp0ZLKOrty21hr2YnxfN","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":"Generates two analytical reports — a duplicate key report and a numeric distribution — for up to 200 data reconciliation rows containing source and target totals.","exampleAgentPrompt":"Run a duplicate key report and numeric distribution on my reconciliation data — here are 5 rows with row_id, dataset_group, date, source_total, and target_total fields — and analyze the source_total column for the distribution.","exampleUseCases":[{"title":"Spot duplicate keys in ETL pipeline","prompt":"I've got a batch of 120 reconciliation records from our ETL pipeline with row IDs, groups, dates, and source and target totals — can you run a duplicate key report on them and also give me the numeric distribution for source_total?"},{"title":"Validate reconciliation data before month-end close","prompt":"Before we close the books this month, run a duplicate key check and a numeric distribution on our 80-row source-vs-target reconciliation dataset so we can spot any key conflicts or outlier totals in the target_total field."},{"title":"Audit dataset groups for key collisions","prompt":"I have two dataset groups — 'region-east' and 'region-west' — with about 150 combined reconciliation rows. Can you check for any duplicate row IDs across them and show me the distribution of source_total values?"}],"resultDescription":"Returns two independent reports: (1) a duplicate key report identifying any repeated row_id values within the supplied reconciliation records, and (2) a numeric distribution summary for the chosen field (source_total or target_total), covering statistical spread across up to 200 rows. No external lookups or predictions are included — all analysis is performed on the supplied data only.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows submitted — exceeds per-call limit","Invalid date format (must match YYYY-MM-DD pattern) — schema validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) — request rejected","Numeric values outside ±1,000,000,000,000 range — schema validation error","Invalid field enum value (must be 'source_total' or 'target_total') — schema error"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous lightweight analytical reports — duplicate key detection and numeric distribution — on a batch of up to 200 reconciliation records without any external lookups, live data, or predictions. It is ideal for ETL validation, month-end reconciliation audits, or data quality checks where source and target totals need to be compared across dataset groups. At $0.01 USDC for both reports together, it is cost-effective for routine batch data quality checks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:40.267Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-duplicate-key-report-numeric-distribution-c133213a"}