{"uid":"cap_R2wL2GQMk0MXQXnzHxFgi","slug":"data-reconciliation-record-quality-audit-exact-row-deduplication-e5ab989a","name":"Data Reconciliation — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary","description":"Data reconciliation — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied data reconciliation records (source_total, target_total). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-11-211?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_UI87LcrZzOqhNCKQa13T9","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":"Runs three analytical reports on up to 200 reconciliation rows: a record quality audit, exact row deduplication, and a grouped numeric summary of source vs. target totals.","exampleAgentPrompt":"Run all three reconciliation reports on this batch — record quality audit, exact duplicate check, and grouped numeric summary — for source_total across these 12 rows: row-1 group-a 2026-10-01 source=1000 target=950, row-2 group-b 2026-10-02 source=2000 target=1900, ... (up to 200 rows).","exampleUseCases":[{"title":"ETL pipeline reconciliation quality check","prompt":"I just exported 150 rows from our ETL reconciliation run. Can you audit the record quality, find any exact duplicate rows, and give me a grouped numeric summary of source_total by dataset_group so I can see where the totals don't line up?"},{"title":"Finance team source vs target discrepancy review","prompt":"We have a set of 80 daily reconciliation records with source_total and target_total values across three dataset groups. Run the quality audit, deduplication check, and grouped summary on target_total so we can spot any discrepancies before month-end close."},{"title":"Data migration validation before cutover","prompt":"Before we cut over to the new system, I need to validate our reconciliation data — can you run the three analytical reports (quality audit, exact duplicate detection, and grouped numeric summary of source_total) on these 200 migration records grouped by region and date?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed fields; (2) an exact row deduplication report identifying identical records; and (3) a grouped numeric summary aggregating source_total or target_total by dataset_group. All computed locally with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, dataset_group, date, source_total, target_total) on any row causes validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","Numeric values outside ±1,000,000,000,000 range are rejected","Empty rows array (minItems: 1) returns an error","Invalid field enum value (not source_total or target_total) causes rejection"],"whenToPreferThis":"Choose this endpoint when you need a bundled, low-cost ($0.01) batch analysis of reconciliation data covering quality, deduplication, and grouped aggregation in a single call — especially when working with up to 200 rows of source/target numeric data that don't require live lookups, ML prediction, or external data enrichment. Ideal for ETL validation, finance reconciliation reviews, and data migration pre-checks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:29.349Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-record-quality-audit-exact-row-deduplication-e5ab989a"}