{"uid":"cap_Vh3rxewArVHSfnXW-wxlk","slug":"data-reconciliation-duplicate-key-report-numeric-interval-filter-3c4c4fc4","name":"Data Reconciliation — Duplicate Key Report + Numeric Interval Filter","description":"Data reconciliation — Duplicate key report + Numeric interval filter: Duplicate key report + 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-11-059?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_fTkJZ1Mt9c2LPqjnGHNfh","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":"Generates two analytical reports for supplied reconciliation data: a duplicate key report and a numeric interval filter, across up to 200 rows of source/target totals.","exampleAgentPrompt":"I have 150 reconciliation records with row_id, dataset_group, date, source_total, and target_total — can you run a duplicate key report and also filter the source_total field to only show rows between 0 and 100?","exampleUseCases":[{"title":"ETL pipeline duplicate key audit","prompt":"I've got a batch of 120 ETL reconciliation rows and I need to know which row_ids appear more than once. Can you run a duplicate key report on this data and also filter target_total to values between 500 and 10000?"},{"title":"Financial close reconciliation check","prompt":"Here are 80 month-end reconciliation records with source_total and target_total. Run a duplicate key check to spot any repeated identifiers, and filter source_total to the interval -50000 to 50000 so I can see the in-range rows."},{"title":"Data quality review for dataset groups","prompt":"I'm reviewing data quality across two dataset groups — group-a and group-b — with about 60 rows. Can you give me a duplicate key report and then filter the target_total field to only rows between 0 and 200?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_ids that appear more than once in the supplied data, and (2) a numeric interval filter report listing all rows where the chosen field (source_total or target_total) falls within the specified minimum–maximum range. Both reports are computed locally on the supplied rows (up to 200) with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows supplied — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","source_total or target_total outside allowed range (-1e12 to 1e12) — validation error","Missing required fields (row_id, dataset_group, date) — schema validation error","minimum greater than maximum — may return empty interval filter results","Numeric field values of null — may be excluded from interval filter report"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key check and a numeric range filter on reconciliation records in a single $0.01 call. It is ideal for ETL audit workflows, financial close reconciliation checks, or any data quality review where you need to catch repeated identifiers and isolate records within a value band — all without sending data to an external lookup or prediction service.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:52.275Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-duplicate-key-report-numeric-interval-filter-3c4c4fc4"}