{"uid":"cap_jVtOlwZvJEPSf4xeEW-At","slug":"data-reconciliation-duplicate-key-report-grouped-numeric-summary-26267dff","name":"Data Reconciliation — Duplicate Key Report + Grouped Numeric Summary","description":"Data reconciliation — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary 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-11-056?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_eMU9RmglYSclZj1NTiBVi","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 reconciliation rows to produce a duplicate key report and a grouped numeric summary for source_total or target_total values.","exampleAgentPrompt":"Can you run a duplicate key report and grouped numeric summary on my reconciliation data — I have about 50 rows with row_id, dataset_group, date, source_total, and target_total fields — and summarize on the source_total column?","exampleUseCases":[{"title":"Finance team reconciliation audit","prompt":"I need to check our month-end reconciliation file for duplicate row IDs and get a grouped summary of source_total by dataset_group — here are 120 rows with row_id, date, dataset_group, source_total, and target_total. Can you run both reports?"},{"title":"ETL pipeline data quality check","prompt":"After our ETL run I have 80 reconciliation records with source_total and target_total. Can you flag any duplicate row IDs and give me a numeric summary of target_total grouped by dataset_group so I can spot mismatches?"},{"title":"Multi-group data validation before reporting","prompt":"Before I finalize my quarterly report, can you check these 35 reconciliation rows for duplicate keys and summarize the source_total values broken down by dataset_group?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values in the submitted data, and (2) a grouped numeric summary (aggregates such as count, sum, mean) of the selected field (source_total or target_total) broken down by dataset_group — all computed locally with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — returns validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) — schema validation failure","Invalid date format (not YYYY-MM-DD) — pattern validation error","Numeric values outside ±1,000,000,000,000 range — schema rejection","Invalid field enum value (not source_total or target_total) — validation error","Payment not provided or insufficient USDC — 402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need two specific analytical reports — duplicate key detection and grouped numeric summarization — on reconciliation data (source_total vs target_total) in a single low-cost call. Ideal for ETL validation, finance reconciliation audits, and data quality checks on datasets up to 200 rows where no external data access, predictions, or professional assessments are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:28.742Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-duplicate-key-report-grouped-numeric-summary-26267dff"}