{"uid":"cap_oXWV7ORX0MSGVF7UVIYHv","slug":"data-reconciliation-record-quality-audit-trailing-mean-series-49a61d4e","name":"Data Reconciliation — Record Quality Audit + Trailing Mean Series","description":"Data reconciliation — Record quality audit + Trailing mean series: Record quality audit + Trailing mean series 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-11-010?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_CFMhmkPx0CYOQhFb_Ygi3","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 analytical reports on supplied reconciliation rows: a record quality audit and a trailing mean series for a chosen field, using up to 200 rows of source/target totals.","exampleAgentPrompt":"Run a record quality audit and trailing mean series (window size 7) on these reconciliation rows using the source_total field — I have about 50 rows with date, row_id, dataset_group, source_total, and target_total for group-a and group-b across October 2026.","exampleUseCases":[{"title":"Finance team reconciliation quality check","prompt":"I have 120 reconciliation records for our accounts-payable pipeline with source_total and target_total values from Jan 2026. Can you run a record quality audit and trailing mean series with a window of 5 on source_total to spot any data issues?"},{"title":"ETL pipeline monitoring for data drift","prompt":"We just finished an ETL run and have 80 rows comparing source and target totals by dataset group. Run the quality audit and a 10-day trailing mean on target_total so I can see if the numbers are drifting."},{"title":"Month-end close reconciliation sanity check","prompt":"Before I sign off on month-end close, run a record quality audit and trailing mean (window 3) on these 30 reconciliation rows — field is source_total, groups are 'ledger-a' and 'ledger-b', dates are all in September 2026."}],"resultDescription":"Returns two independent reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, or malformed fields across the supplied rows, and (2) a trailing mean series showing rolling averages over the specified window for the chosen field (source_total or target_total), covering up to 200 input rows.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, date, source_total, target_total, dataset_group) — validation error","Date values not in YYYY-MM-DD format — pattern validation failure","Window size less than 2 or greater than 200 — rejected","Field value not 'source_total' or 'target_total' — enum validation error","All source_total or target_total values are null — trailing mean series may be empty or meaningless"],"whenToPreferThis":"Choose this endpoint when you have up to 200 reconciliation rows with source and target totals and need both a data quality audit and a rolling mean series in a single API call for a flat $0.01 USDC. It is best suited for offline or batch analytical checks on already-collected data, not for live lookups, predictions, or external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:56.430Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-record-quality-audit-trailing-mean-series-49a61d4e"}