{"uid":"cap_4Hm6EfHQVrkIsaQo4e5aX","slug":"data-reconciliation-trailing-mean-series-base-100-series-41085efe","name":"Data Reconciliation — Trailing Mean Series + Base-100 Series","description":"Data reconciliation — Trailing mean series + Base-100 series: Trailing mean series + Base-100 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-11-147?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},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_25HK4au4AzpIlrx4qfaiI","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 trailing moving-average series and base-100 indexed series for up to 200 source/target reconciliation records, returning two analytical reports per call.","exampleAgentPrompt":"Run a trailing mean (window 4) and base-100 series (starting from index 0) on my source_total figures for these reconciliation rows: group-a on 2024-01-01 source=1000 target=950, 2024-01-02 source=1050 target=970, 2024-01-03 source=980 target=960, 2024-01-04 source=1100 target=1000.","exampleUseCases":[{"title":"Monthly revenue reconciliation trend smoothing","prompt":"I have 12 months of source and target revenue totals that I'm reconciling — can you run a 3-period trailing mean on the source_total figures and also show me how they index to 100 from month 1? Here's the data: Jan source=500000 target=490000, Feb source=520000 target=505000, Mar source=510000 target=498000 … (through Dec)."},{"title":"Multi-group ledger base-100 comparison","prompt":"I'm reconciling two dataset groups — 'ledger-A' and 'ledger-B' — across 30 daily rows. Can you compute a 5-day trailing mean and a base-100 series anchored to day 0 for my source_total values so I can see how each group has drifted from baseline?"},{"title":"Detecting divergence in source vs target totals","prompt":"Here are 60 rows of daily source and target totals across two groups for Q1. Run a window-7 trailing mean and a base-100 reindex starting from row 0 on the target_total field so I can spot where the target started diverging from its starting level."}],"resultDescription":"Returns two independent analytical reports: (1) a trailing moving-average series computed over the specified window size for either source_total or target_total, and (2) a base-100 indexed series anchored at the specified base_index row — both computed locally without external lookups. Up to 200 rows processed per call.","failureModes":["Fewer than 1 row supplied — minimum 1 row required","More than 200 rows supplied — hard cap enforced","window size larger than number of rows — trailing mean undefined for early rows","base_index out of range (≥ number of rows) — base-100 computation fails","Invalid date format (not YYYY-MM-DD) — schema validation error","source_total or target_total outside ±1,000,000,000,000 — rejected by schema","Missing required fields (row_id, dataset_group, date, source_total, target_total) — validation error"],"whenToPreferThis":"Choose this endpoint when you have raw reconciliation data (source and target totals keyed by date and group) and need both a smoothed rolling-average view and a rebased index series in a single low-cost call ($0.01 USDC). It is ideal for offline/batch analytical passes over up to 200 rows where no live data lookup, prediction, or external data enrichment is needed — just pure local computation on supplied figures.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:11.327Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-trailing-mean-series-base-100-series-41085efe"}