{"uid":"cap_MW8wRmbvWh_OH7gegGIkq","slug":"duplicate-observations-duplicate-key-report-grouped-numeric-summary-441a5063","name":"Duplicate Observations — Duplicate Key Report + Grouped Numeric Summary","description":"Duplicate observations — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary 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-04-056?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"}}},"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_2A3VrOyOYiP6_VoxJNp5U","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 supplied duplicate observation records to produce a duplicate key report and a grouped numeric summary of duplicate_rows and total_rows fields across up to 200 rows.","exampleAgentPrompt":"Can you run a duplicate key report and grouped numeric summary on my dataset observations? I have 4 rows — row-1 on 2026-10-01 in group-a with 10 duplicate_rows out of 1 total, row-2 on 2026-10-02 in group-b with 20 duplicate_rows out of 2 total, and so on — analyze the duplicate_rows field.","exampleUseCases":[{"title":"Audit duplicate rows across dataset groups","prompt":"I've got a batch of 50 dataset observation records with duplicate_rows and total_rows counts per group and date — can you give me a duplicate key report and a grouped numeric summary analyzing the duplicate_rows field across all groups?"},{"title":"Monitor data quality trends over time","prompt":"Here are 120 daily observations from groups A through D over the past quarter, each with a date, duplicate_rows, and total_rows — can you run a grouped numeric summary on total_rows and produce a duplicate key report so I can spot which groups are dirtiest?"},{"title":"Pre-pipeline data deduplication check","prompt":"Before I load this data into our warehouse, can you analyze these 80 rows of duplicate observation records and give me a duplicate key report plus a grouped numeric summary on the duplicate_rows field grouped by dataset_group?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying duplicate keys within the supplied observations, and (2) a grouped numeric summary of the selected numeric field (duplicate_rows or total_rows) aggregated by dataset_group — all computed locally without external lookups.","failureModes":["More than 200 rows submitted — only up to 200 rows are accepted","Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) cause validation errors","Invalid date format (must match YYYY-MM-DD pattern) causes rejection","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) cause errors","Invalid field selector (must be 'duplicate_rows' or 'total_rows') causes failure"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key report and a grouped numeric summary for supplied duplicate observation records in a single low-cost call ($0.01 USDC). It is ideal for data quality auditing workflows where you have up to 200 pre-assembled rows with duplicate_rows and total_rows fields and want fast, local-engine analytics without any external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:14:24.764Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-duplicate-key-report-grouped-numeric-summary-441a5063"}