{"uid":"cap_xDlrCIofLA5Wj7npbkBm6","slug":"data-reconciliation-trailing-mean-series-keyed-dataset-comparison-4f25834e","name":"Data Reconciliation — Trailing Mean Series + Keyed Dataset Comparison","description":"Data reconciliation — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison 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-11-153?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":20,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":15,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":30,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_total","target_total"],"type":"string","default":"source_total"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":17,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":33,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":0},"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_Ybzcr9_iE0Hkzw5BiSkFR","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":"Computes a trailing mean time series and performs a keyed dataset comparison across two sets of reconciliation records (source_total vs target_total) for up to 200 rows.","exampleAgentPrompt":"I have two datasets of up to 50 rows each with source_total and target_total values by date and dataset_group — can you run both a trailing mean series on the source_total field and a keyed comparison between the two datasets to surface any discrepancies?","exampleUseCases":[{"title":"ETL pipeline output reconciliation","prompt":"I've got a primary dataset and a revised dataset from our ETL run — both have about 80 rows with row_id, date, dataset_group, source_total, and target_total. Can you compute the trailing mean series on source_total and do a keyed comparison between the two to show me where the numbers diverge?"},{"title":"Month-end financial close variance check","prompt":"Here are our month-end source and target totals for 120 rows grouped by business unit and date — run a trailing mean series plus a keyed dataset comparison on these so I can see which groups have meaningful discrepancies before we close the books."},{"title":"Data quality audit between system snapshots","prompt":"I pulled records from two system snapshots, each about 60 rows with source_total and target_total by date and group. Please generate the trailing mean series for source_total and a keyed comparison report so I can identify any rows where the two snapshots don't agree."}],"resultDescription":"Returns two analytical reports: (1) a trailing mean time series computed over the specified field (source_total or target_total) across the supplied rows, and (2) a keyed dataset comparison that matches records from the primary and secondary datasets by row_id/dataset_group/date and surfaces value-level differences between them. Both reports are produced locally from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) causes schema rejection","Invalid date format (non-YYYY-MM-DD) fails pattern validation","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array (minItems: 1 not met) returns an error","Mismatched row keys between primary and secondary datasets may produce incomplete comparison results"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of reconciliation data with source_total and target_total fields and need both a trailing mean time series AND a keyed side-by-side dataset comparison in a single $0.01 call. Prefer it over single-report endpoints when you need both analytical outputs together. It is a purely computational, offline endpoint — ideal when you do not need live data lookup, prediction, or external validation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:52.630Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-trailing-mean-series-keyed-dataset-comparison-4f25834e"}