{"uid":"cap_NfH1QnrylleDaaEUccBxj","slug":"data-reconciliation-string-normalisation-secondary-measure-weighted-9ff88ca4","name":"Data Reconciliation — String Normalisation + Secondary-Measure Weighted Mean","description":"Data reconciliation — String normalisation + Secondary-measure weighted mean: String normalisation + 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-11-034?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"}}},"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_pcpUSNooBjvBGHKp5k2aq","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":"Normalises string fields and computes a secondary-measure weighted mean across supplied source/target reconciliation rows (up to 200 rows, 2 reports per call).","exampleAgentPrompt":"Can you reconcile these 4 rows of source and target totals for groups A and B from October 2026 — run string normalisation and give me the secondary-measure weighted mean report on the source_total field? Rows: row-1 (2026-10-01, group-a, source 10, target 1), row-2 (2026-10-02, group-b, source 20, target 2), row-3 (2026-10-03, group-a, source 15, target 3), row-4 (2026-10-04, group-b, source 30, target 4).","exampleUseCases":[{"title":"Monthly finance reconciliation across regions","prompt":"I have 150 rows of source and target revenue figures across our EMEA and APAC dataset groups for September 2026 — can you run string normalisation on them and compute the weighted mean report on the target_total field so I can see where the discrepancies are?"},{"title":"Audit source vs target inventory counts","prompt":"We're comparing source and target inventory totals for 80 SKU rows dated between 2026-09-01 and 2026-09-30, grouped into 'warehouse-a' and 'warehouse-b' — please run the string normalisation and secondary-measure weighted mean on source_total and give me the two analytical reports."},{"title":"Cross-system sales data validation","prompt":"Can you reconcile 50 rows of daily sales data where source_total is from our CRM and target_total is from our ERP, across dataset groups 'online' and 'retail' for Q3 2026? I need the weighted mean computed on source_total with string normalisation applied."}],"resultDescription":"Returns two analytical reports per call: (1) a string-normalised view of the submitted reconciliation rows and (2) a secondary-measure weighted mean computed over the chosen field (source_total or target_total), grouped across the provided dataset_group and date dimensions. No external lookups or predictions are included — all computation is local and based solely on the supplied data.","failureModes":["Exceeds 200-row limit — request rejected with validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) — row rejected","Date field not matching YYYY-MM-DD pattern — validation failure","source_total or target_total outside ±1,000,000,000,000 range — schema rejection","Empty rows array — minimum 1 item required","Invalid field enum value (not 'source_total' or 'target_total') — schema error","Payment failure or insufficient USDC balance — call not processed"],"whenToPreferThis":"Choose this endpoint when you need local, offline-style string normalisation combined with secondary-measure weighted mean analytics on reconciliation data (source vs target totals) without any external API calls, live lookups, or AI predictions. It is well-suited for batch reconciliation jobs of up to 200 rows where you want two standardised analytical reports in a single $0.01 call. Prefer alternatives if you need row counts above 200, live data enrichment, or prediction-based anomaly detection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:53:45.018Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-string-normalisation-secondary-measure-weighted-9ff88ca4"}