{"uid":"cap_PyLjGabBzIHPeHrwhM9kv","slug":"data-reconciliation-record-quality-audit-exact-row-deduplication-68cc0fa1","name":"Data Reconciliation — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report","description":"Data reconciliation — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report 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-11-209?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}}},"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_-sLsj5fME0rsRbt3XqA9Y","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 duplicate key report comparing source and target totals.","exampleAgentPrompt":"Can you audit this batch of reconciliation records for me — here are 4 rows with row_id, date, dataset_group, source_total, and target_total — I need a record quality audit, exact row deduplication, and a duplicate key report all at once?","exampleUseCases":[{"title":"Financial reconciliation data quality check","prompt":"I have a set of daily reconciliation rows with source and target totals for two groups — 'group-a' and 'group-b' — can you run a full quality audit, remove exact duplicate rows, and flag any duplicate keys across the dataset?"},{"title":"ETL pipeline deduplication audit","prompt":"After running my ETL pipeline I ended up with up to 200 reconciliation rows per run — can you check them for record quality issues, exact duplicates, and duplicate row_id keys so I can clean the output before loading?"},{"title":"Multi-group dataset integrity report","prompt":"I've got reconciliation data across several dataset groups with dates from last quarter — can you generate all three reports: the record quality audit, exact row deduplication, and duplicate key report so I can see where my data has integrity problems?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing or malformed fields across the supplied rows, (2) an exact row deduplication result identifying and removing identical rows, and (3) a duplicate key report highlighting rows sharing the same key fields. All computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems constraint","Missing required fields (row_id, dataset_group, date, source_total, target_total) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","source_total or target_total outside allowed range (-1T to 1T) — validation error","Empty rows array — minItems violation","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need three reconciliation-focused data quality reports in a single call for up to 200 rows at minimal cost ($0.01 USDC). It is best suited for batch validation of source-vs-target reconciliation datasets where you need quality auditing, exact deduplication, and duplicate key detection without any external lookups, predictions, or live data access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:53.037Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-record-quality-audit-exact-row-deduplication-68cc0fa1"}