{"uid":"cap_Ji4AOTjev7ocdXWnNt4Qz","slug":"data-reconciliation-string-normalisation-grouped-numeric-summary-959d435d","name":"Data Reconciliation — String Normalisation + Grouped Numeric Summary","description":"Data reconciliation — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary 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-11-023?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_Yr5BV7EUyHu0uv9DhFxLK","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 produces a grouped numeric summary for data reconciliation records comparing source_total and target_total values, up to 200 rows.","exampleAgentPrompt":"Can you reconcile these rows for me — I have 4 records across group-a and group-b with dates from 2026-10-01 to 2026-10-04 and source_total values like 10, 20, 15, 30 against target_totals of 1, 2, 3, 4? Run the string normalisation and grouped numeric summary on source_total.","exampleUseCases":[{"title":"ETL pipeline discrepancy audit","prompt":"I've got 50 reconciliation rows from my ETL pipeline across three dataset groups, each with a source_total and target_total for dates in October 2026 — can you normalize the group labels and give me a grouped numeric summary of the source_total field so I can spot where the numbers don't line up?"},{"title":"Finance team month-end close check","prompt":"For our month-end close, I have 120 rows of source and target ledger totals grouped by business unit across November 2025 — please run the string normalisation and grouped numeric summary on target_total so the finance team can see where the reconciliation gaps are."},{"title":"Data migration validation report","prompt":"We just migrated data and I need to validate 80 rows comparing source_total and target_total across four dataset groups from 2025-01-01 to 2025-03-31 — run the string normalisation plus grouped numeric summary on source_total and give me both reports."}],"resultDescription":"Returns two independent analytical reports: (1) a string normalisation report for the text fields (row_id, dataset_group, date) and (2) a grouped numeric summary aggregating the selected numeric field (source_total or target_total) broken down by dataset_group, all computed locally without external lookups or live data.","failureModes":["More than 200 rows submitted — endpoint rejects with validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) — schema validation failure","Date field not matching YYYY-MM-DD pattern — rejected by pattern validation","Numeric values outside ±1,000,000,000,000 range — rejected by schema minimum/maximum constraints","Empty rows array — rejected by minItems:1 constraint","Invalid field enum value (not source_total or target_total) — rejected by enum validation","Payment not completed — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need both string normalisation and grouped numeric summarisation on reconciliation data (source_total vs target_total) in a single low-cost call. Ideal for ETL validation, month-end close audits, and data migration checks where you have up to 200 rows organised by dataset_group and date. Prefer this over general analytics tools when you need two bundled reports (normalisation + grouping) at a fixed cost of $0.01 USDC without any external data lookups or side effects.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:44:49.878Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-string-normalisation-grouped-numeric-summary-959d435d"}