{"uid":"cap_NK9P2QfPjGBxb8bhQZ7YG","slug":"data-reconciliation-record-quality-audit-category-frequencies-e5525062","name":"Data Reconciliation: Record Quality Audit + Category Frequencies","description":"Data reconciliation — Record quality audit + Category frequencies: Record quality audit + Category frequencies 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-11-006?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_qgWPmFdHGcwd6CjTMs381","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 two local analytical reports on supplied data reconciliation rows: a record quality audit and category frequency counts, for up to 200 rows per call.","exampleAgentPrompt":"Can you run a record quality audit and category frequency report on my reconciliation data? I have 4 rows: row-1 on 2026-10-01 with source 10, target 1 in group-a; row-2 on 2026-10-02 with source 20, target 2 in group-b; row-3 on 2026-10-03 with source 15, target 3 in group-a; row-4 on 2026-10-04 with source 30, target 4 in group-b.","exampleUseCases":[{"title":"Monthly pipeline reconciliation audit","prompt":"I need to audit my end-of-month reconciliation data — here are 10 rows with row IDs, dates in 2026-11, dataset groups like 'invoices' and 'payments', plus source and target totals. Can you give me a record quality report and tell me how often each group appears?"},{"title":"Spotting nulls in source-target data","prompt":"Some of my reconciliation rows might have null source_total or target_total values — can you run a quality audit on these 50 rows across groups 'ledger-A' and 'ledger-B' and flag any completeness issues along with category frequencies?"},{"title":"Dataset group distribution check","prompt":"Before I send this reconciliation batch to my finance team, can you analyze these 120 rows — dates from 2026-09-01 to 2026-09-30, groups 'retail', 'wholesale', and 'online' — and tell me the record quality plus how many rows fall into each category?"}],"resultDescription":"Returns two analytical reports: (1) a record quality audit covering completeness, null values, and data integrity issues across the supplied rows, and (2) category frequency counts showing how often each dataset_group value appears in the data. Both reports are computed locally using shared analytical engines on up to 200 input rows.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit and will be rejected","Missing required fields (row_id, dataset_group, date, source_total, target_total) on any row causes validation failure","Invalid date format (not YYYY-MM-DD) triggers pattern validation error","Numeric values outside the allowed range (±1,000,000,000,000) will be rejected","Empty rows array (minItems: 1 not met) returns an error"],"whenToPreferThis":"Choose this endpoint when you need both a record quality audit AND category frequency analysis on reconciliation data in a single call, without any external lookup or live data access. Ideal for batch profiling of source-vs-target reconciliation rows (up to 200) where you want completeness checks and group distribution summaries together at a low fixed cost of $0.01 USDC per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:45:43.209Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-record-quality-audit-category-frequencies-e5525062"}