{"uid":"cap_vt-a7iD1PxtaLXkEh-sXk","slug":"data-reconciliation-category-frequencies-trailing-mean-series-c1426f9a","name":"Data Reconciliation — Category Frequencies + Trailing Mean Series","description":"Data reconciliation — Category frequencies + Trailing mean series: Category frequencies + 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-11-103?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_xs71Pu9ifus1tRo7RYoSN","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 category frequency distribution and a trailing moving average series for supplied data reconciliation records (source_total vs target_total) in a single call.","exampleAgentPrompt":"Analyze my reconciliation data — I have 4 rows across two groups (group-a and group-b) with source and target totals from 2026-10-01 to 2026-10-04. Give me the category frequency breakdown by dataset_group and a trailing mean series for source_total using a window of 2.","exampleUseCases":[{"title":"Reconciliation drift detection for finance team","prompt":"I've got 150 reconciliation rows from last month with source_total and target_total across three dataset groups. Can you compute the category frequencies by group and a trailing mean series on source_total with a window of 7 so I can spot where the numbers are drifting?"},{"title":"Data pipeline audit by category","prompt":"Run a category frequency report and trailing mean analysis on my pipeline reconciliation data — 80 rows spanning October, split across five dataset groups. Use target_total as the field and a window size of 5."},{"title":"ETL comparison trend analysis","prompt":"I need two analytics reports on my ETL reconciliation records: category frequencies across dataset groups and a rolling mean for source_total with window 3. I have about 60 rows with dates from 2025-01-01 through 2025-03-31 — can you process those together?"}],"resultDescription":"Returns two independent analytical reports: (1) category frequency counts showing how often each dataset_group value appears in the supplied rows, and (2) a trailing moving average series computed over the specified window for the chosen field (source_total or target_total), ordered by date. Both reports are derived locally from the submitted data with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, source_total, target_total) on any row — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Window size less than 2 or greater than 200 — rejected","source_total or target_total outside ±1,000,000,000,000 — out-of-range error","Payment not provided or insufficient USDC — 402 response"],"whenToPreferThis":"Choose this endpoint when you need both a categorical frequency breakdown and a rolling mean time series from the same reconciliation dataset in a single low-cost call ($0.01 USDC). It is ideal for lightweight, offline analytical summaries of up to 200 reconciliation rows without needing an external BI tool, live data connection, or prediction engine.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:56.753Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-category-frequencies-trailing-mean-series-c1426f9a"}