{"uid":"cap_a8XtXEC_VUtULefDOEPRD","slug":"duplicate-observations-duplicate-key-report-numeric-interval-filter-b7a86434","name":"Duplicate Observations — Duplicate Key Report + Numeric Interval Filter","description":"Duplicate observations — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter 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-04-059?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"},"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_1XFPCOYVqV9531S7COjxW","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 up to 200 supplied duplicate-observation records to produce a duplicate key report and a numeric interval filter report for the duplicate_rows or total_rows field.","exampleAgentPrompt":"Can you run a duplicate key report and numeric interval filter on my duplicate observation data — I have rows for groups A and B from 2026-10-01 to 2026-10-04, and I want to filter on the duplicate_rows field between 0 and 50?","exampleUseCases":[{"title":"Data quality audit for ETL pipeline","prompt":"I need to audit duplicate records from our ETL pipeline — here are 150 rows with dataset_group, date, duplicate_rows, and total_rows. Give me a duplicate key report and filter only the rows where duplicate_rows falls between 5 and 100."},{"title":"Dataset group duplicate comparison","prompt":"Can you generate a duplicate key report for these observation records across groups 'warehouse-A' and 'warehouse-B', and also filter on total_rows between 10 and 500? I have about 80 rows to submit."},{"title":"Threshold-based duplicate row flagging","prompt":"I want to flag observation records where duplicate_rows is between 0 and 25 — please run the interval filter and duplicate key report on these 40 rows so I can see which dataset groups are most affected."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying key patterns and duplicates across the submitted observation rows, and (2) a numeric interval filter report showing which rows fall within the specified minimum–maximum range for the selected field (duplicate_rows or total_rows). Results are computed locally on the supplied data with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) cause rejection","Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error","Numeric values outside ±1,000,000,000,000 are rejected","Selecting a field value not in the enum ['duplicate_rows','total_rows'] returns an error","Payment of 0.01 USDC not included causes a 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 pre-collected duplicate observation records and need both a duplicate key report and a numeric interval filter in a single low-cost call ($0.01 USDC). It is ideal for data quality workflows where you want to identify duplicate key patterns and simultaneously filter records by a numeric range on either duplicate_rows or total_rows, without requiring any live data lookup or external API integration.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T06:52:43.439Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-duplicate-key-report-numeric-interval-filter-b7a86434"}