{"uid":"cap_hdhBOjo6oK4YdH3ypnfZs","slug":"data-reconciliation-base-100-series-secondary-measure-weighted-mean-942a7cd5","name":"Data Reconciliation — Base-100 Series + Secondary-Measure Weighted Mean","description":"Data reconciliation — Base-100 series + Secondary-measure weighted mean: Base-100 series + Secondary-measure weighted mean 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-11-166?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"},"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_EWqYy-bNxq_oHRtI6-Qzn","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 base-100 indexed time series and a secondary-measure weighted mean for supplied source/target reconciliation data rows, returning two analytical reports in one call.","exampleAgentPrompt":"Run a base-100 rebase and secondary-measure weighted mean on my reconciliation rows — I have 4 records for group-a and group-b from 2026-10-01 to 2026-10-04 with source_totals of 10, 20, 15, 30 and target_totals of 1, 2, 3, 4; use source_total as the field and base_index 0.","exampleUseCases":[{"title":"Monthly revenue reconciliation indexing","prompt":"I have 12 months of source and target revenue totals for two business units — can you run a base-100 series starting from January plus a weighted mean report on all the rows? Source values range from 50000 to 120000 and target values from 48000 to 115000, grouped by unit-A and unit-B."},{"title":"Multi-group inventory discrepancy analysis","prompt":"Compare my warehouse source counts vs target counts across 3 inventory groups from 2025-01-01 to 2025-03-31 — I want a base-100 index and a weighted mean so I can see where the biggest drift is. Use source_total as the field and start the base at row index 0."},{"title":"Quarterly budget vs actuals normalization","prompt":"I need to normalize my quarterly budget vs actuals data to a base-100 series and get the secondary-measure weighted mean — there are 8 rows across two departments from 2025-Q1 to 2025-Q4, source_total is the budget and target_total is actuals."}],"resultDescription":"Returns two analytical reports for the supplied rows: (1) a base-100 indexed time series rebased at the specified base_index row for the chosen field, and (2) a secondary-measure weighted mean across the dataset. Both reports are computed locally from the supplied data with no external lookups. Up to 200 rows are supported per call.","failureModes":["Missing required fields (row_id, dataset_group, date, source_total, target_total) cause validation errors","More than 200 rows submitted returns an error","Invalid date format (not YYYY-MM-DD) causes schema rejection","base_index out of range (≥ number of rows) causes computation failure","Null values in source_total or target_total may affect weighted mean accuracy","Payment not attached or insufficient USDC causes 402 rejection"],"whenToPreferThis":"Choose this endpoint when you have structured reconciliation data with source and target totals and need both a base-100 indexed time series and a weighted mean computed in a single call without any external data lookups. It is well-suited for financial, inventory, or operational reconciliation scenarios with up to 200 rows grouped across multiple dataset groups. Prefer this over generic statistics APIs when you specifically need the base-100 rebasing plus weighted mean combination on pre-supplied row data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:59.123Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-base-100-series-secondary-measure-weighted-mean-942a7cd5"}