{"uid":"cap_lPLElkdOXr8TwQC8LOY_m","slug":"duplicate-observations-numeric-interval-filter-and-keyed-dataset-fbf9b665","name":"Duplicate Observations Numeric Interval Filter and Keyed Dataset Comparison","description":"Duplicate observations — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison for supplied duplicate observations records (duplicate_rows, total_rows). 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-04-134?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","duplicate_rows","total_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"duplicate_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rows":1,"dataset_group":"group-a","duplicate_rows":10},{"date":"2026-10-02","row_id":"row-2","total_rows":2,"dataset_group":"group-b","duplicate_rows":20},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":15},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["duplicate_rows","total_rows"],"type":"string","default":"duplicate_rows"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","duplicate_rows","total_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"duplicate_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rows":1,"dataset_group":"group-a","duplicate_rows":10},{"date":"2026-10-02","row_id":"row-2","total_rows":2,"dataset_group":"group-b","duplicate_rows":21},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":17},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":33}],"maxItems":200,"minItems":0},"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_G0_OcKKGcpJix4QaVcmNS","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":"Analyzes duplicate observation records by applying a numeric interval filter and comparing two keyed datasets, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Compare these two snapshots of my duplicate observation data — primary dataset has rows with duplicate_rows and total_rows by date and dataset_group, and I want you to run a numeric interval filter on the duplicate_rows field plus a keyed comparison against my second dataset to see where counts diverged.","exampleUseCases":[{"title":"Audit duplicate counts across pipeline runs","prompt":"I have two sets of pipeline output records, each with row_id, date, dataset_group, duplicate_rows, and total_rows — can you run an interval filter on duplicate_rows and compare the two datasets key by key to show me where the duplicate counts changed between runs?"},{"title":"Compare ETL duplicate metrics between environments","prompt":"Here are my staging and production duplicate observation records for October — both have the same row_ids and groups. Filter the duplicate_rows field by numeric interval and compare the two datasets so I can see which rows diverged between environments."},{"title":"Validate deduplication job effectiveness","prompt":"I ran a deduplication job and now I have before and after records with duplicate_rows and total_rows per group and date. Can you apply an interval filter on duplicate_rows and do a keyed comparison of the two datasets to quantify how much the duplication dropped?"}],"resultDescription":"Returns two independent analytical reports: (1) a numeric interval filter report on the selected field (duplicate_rows or total_rows) across the primary dataset, and (2) a keyed dataset comparison report matching rows by row_id/dataset_group/date between the primary and secondary datasets, highlighting differences in duplicate_rows and total_rows values. All analysis is performed locally with no external lookups.","failureModes":["Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) in any row causes validation failure","Exceeding 200 rows in either dataset array returns an error","Invalid date format (not YYYY-MM-DD) causes rejection","Null numeric values in duplicate_rows or total_rows may affect interval calculation accuracy","Mismatched row_ids between primary and secondary datasets may result in unmatched comparison rows"],"whenToPreferThis":"Choose this endpoint when you need simultaneous numeric interval filtering and keyed side-by-side comparison of two duplicate-observation datasets without external data lookups or predictions. It is particularly suited for data quality audits, ETL pipeline comparisons, and before/after deduplication analysis where both reports are needed in a single call at low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:33.611Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-numeric-interval-filter-and-keyed-dataset-fbf9b665"}