{"uid":"cap_623e-cX2PA1yYmnK8ORmj","slug":"data-reconciliation-grouped-numeric-summary-trailing-mean-series-1e09e667","name":"Data Reconciliation — Grouped Numeric Summary + Trailing Mean Series","description":"Data reconciliation — Grouped numeric summary + Trailing mean series: Grouped numeric summary + 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-11-090?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_fetSoVN847kqGyK3s6sWW","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 grouped numeric summary and a trailing mean time series for data reconciliation records containing source and target totals, across up to 200 rows.","exampleAgentPrompt":"Run a grouped numeric summary and trailing mean series on my reconciliation data — I have 4 rows across group-a and group-b with dates from 2026-10-01 to 2026-10-04, source_total values of 10, 20, 15, and 30, and target_total values of 1, 2, 3, and 4. Use source_total as the field and a window of 2.","exampleUseCases":[{"title":"Monthly reconciliation group audit","prompt":"I have 50 reconciliation rows covering October — each has a row_id, a date, a dataset_group like 'payments' or 'refunds', and both source_total and target_total. Can you run a grouped numeric summary and trailing mean series using source_total with a window of 3 so I can see how totals trend by group?"},{"title":"Target-side moving average trend","prompt":"Analyze my reconciliation dataset of 120 rows from our data pipeline — groups are 'warehouse' and 'crm', dates range through Q3. I want the grouped numeric summary plus a trailing mean on target_total with window size 5 to spot any drift."},{"title":"Small batch reconciliation check","prompt":"I've got 8 reconciliation records split between two groups, source and target totals all filled in. Can you produce the grouped numeric summary and a trailing mean series for source_total with a window of 2 for a quick sanity check before I escalate to the data team?"}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary breaking down source_total and target_total statistics by dataset_group, and (2) a trailing mean series for the selected field (source_total or target_total) computed over the specified rolling window across the provided date-ordered rows. Both reports are computed locally from supplied data with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — validation error","Invalid date format (not YYYY-MM-DD) — schema rejection","source_total or target_total values outside ±1,000,000,000,000 — validation error","Window size smaller than 2 or larger than 200 — validation error","Missing required fields (row_id, dataset_group, date) in any row — error","Payment not confirmed via x402 protocol — request rejected"],"whenToPreferThis":"Choose this endpoint when you have up to 200 data reconciliation rows with source and target totals and need both a grouped statistical summary and a rolling mean trend in a single call. It is ideal when you already have your data in-hand and need lightweight, local analytical computation without any external API lookups, predictions, or professional assessments. Prefer it over single-report endpoints when you want both grouped aggregation and time-series trending for the same reconciliation dataset in one low-cost operation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:47:01.473Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-grouped-numeric-summary-trailing-mean-series-1e09e667"}