{"uid":"cap_kYPlRpM_FC4cBiFOc_7_T","slug":"data-reconciliation-grouped-numeric-summary-numeric-interval-filter-1a9b5b66","name":"Data Reconciliation — Grouped Numeric Summary + Numeric Interval Filter","description":"Data reconciliation — Grouped numeric summary + Numeric interval filter: Grouped numeric summary + Numeric interval filter 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-11-088?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_9Ley1_tftCgqXPGnUHRA_","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":"Runs two local analytical reports on reconciliation data: a grouped numeric summary (by dataset_group) and a numeric interval filter on source_total or target_total, for up to 200 rows.","exampleAgentPrompt":"I have 4 reconciliation rows across group-a and group-b with source and target totals — can you give me a grouped numeric summary by dataset_group and also filter to only rows where source_total is between 10 and 25?","exampleUseCases":[{"title":"Finance team reconciliation gap review","prompt":"Here are 50 reconciliation records with source and target totals across our GL groups — summarize the totals by dataset_group and filter to rows where target_total falls between 0 and 5000 so I can spot underfunded items."},{"title":"ETL pipeline validation by batch group","prompt":"I have 120 rows from our nightly ETL run tagged with pipeline groups and source vs target counts — give me a grouped numeric summary and show me only the rows where source_total is between 100 and 500."},{"title":"Audit sample interval extraction","prompt":"I need to audit our reconciliation file of 80 rows — group them by dataset_group and pull out all records where target_total is between -1000 and 0 so I can flag the negative balances."}],"resultDescription":"Returns two reports: (1) a grouped numeric summary showing aggregate statistics (count, sum, mean, etc.) for source_total and target_total per dataset_group, and (2) a filtered list of rows where the specified field (source_total or target_total) falls within the provided minimum–maximum interval. Up to 200 input rows supported.","failureModes":["More than 200 rows submitted — endpoint rejects input exceeding maxItems","Missing required fields (row_id, dataset_group, date, source_total, or target_total) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","minimum greater than maximum results in an empty interval filter result or error","Values outside ±1,000,000,000,000 bounds are rejected by schema validation","Payment not completed via x402 protocol results in 402 response with no data returned"],"whenToPreferThis":"Choose this endpoint when you have a batch of reconciliation records (up to 200 rows) with source and target totals and need both a grouped aggregate summary by category AND a numeric range filter in a single paid call. Ideal for data engineers, finance analysts, or audit workflows that need quick local analytical computation without external data lookups or live integrations. At $0.01 USDC for two reports, it is cost-effective for lightweight reconciliation QA tasks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:49.609Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-grouped-numeric-summary-numeric-interval-filter-1a9b5b66"}