{"uid":"cap_pEfxYlvbhKQFhr9PuW-8f","slug":"data-reconciliation-analytics-record-quality-audit-exact-row-9f336647","name":"Data Reconciliation Analytics — Record Quality Audit + Exact Row Deduplication + Numeric Row Ordering","description":"Data reconciliation — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering 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-11-213?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_XvELguDxhEsYwLwZQCGkA","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 local analytical reports on reconciliation data (source_total vs target_total): a record quality audit, exact row deduplication, and numeric row ordering — all for up to 200 rows at $0.01 USDC per call.","exampleAgentPrompt":"Can you run a record quality audit, exact row deduplication, and numeric row ordering on these reconciliation rows — I have source_total and target_total values for each row across group-a and group-b from 2026-10-01 to 2026-10-04, and I want to analyze the source_total field?","exampleUseCases":[{"title":"Financial reconciliation data quality check","prompt":"I have 50 reconciliation records with source_total and target_total for different dataset groups from last quarter — can you audit the record quality, remove exact duplicate rows, and sort them numerically by source_total so I can review them?"},{"title":"Detecting duplicate rows in ERP export","prompt":"We exported 150 rows from our ERP system with row IDs, dates, and source/target totals by department group — run deduplication, a quality audit, and numeric ordering on this data using the target_total field."},{"title":"Pre-migration data validation for ETL pipeline","prompt":"Before we migrate this dataset, I need to validate record quality, deduplicate exact matches, and get rows ordered numerically — here are 80 reconciliation rows each with a row_id, date, dataset_group, source_total, and target_total. Analyze source_total please."}],"resultDescription":"Returns three independent analytical reports for the submitted reconciliation rows: (1) a record quality audit flagging data issues, (2) an exact row deduplication report identifying and removing duplicate rows, and (3) a numeric row ordering report sorting rows by the selected field (source_total or target_total). All computed locally with no external lookups.","failureModes":["Rows array empty or exceeds 200 items — validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) in any row — schema validation failure","Date not matching YYYY-MM-DD pattern — rejected","source_total or target_total outside ±1,000,000,000,000 range — validation error","Payment of 0.01 USDC not provided via x402 protocol — 402 Payment Required","Invalid field enum value (not source_total or target_total) — rejected"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous local analytical operations — quality audit, deduplication, and numeric ordering — on reconciliation records containing source and target totals, without requiring any external data lookups or AI-generated predictions. It is cost-effective at $0.01 for all three reports on up to 200 rows and is ideal for ETL validation, financial reconciliation checks, or pre-migration data hygiene.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:54.260Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-analytics-record-quality-audit-exact-row-9f336647"}