{"uid":"cap_51pVoy0oSr_1uaXeuzJEU","slug":"duplicate-observations-exact-row-deduplication-duplicate-key-report-172dac1b","name":"Duplicate Observations — Exact Row Deduplication + Duplicate Key Report","description":"Duplicate observations — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report 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-04-038?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}}},"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_zQ-MhpdYdaGDIAv3X5AHZ","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":"Performs exact row deduplication and generates a duplicate key report for up to 200 supplied duplicate-observations records using local analytical engines.","exampleAgentPrompt":"I have a batch of dataset observations with duplicate_rows and total_rows counts per group and date — can you run exact row deduplication and generate a duplicate key report for these records? Here are 4 rows: row-1 in group-a on 2026-10-01 with 10 duplicate_rows out of 1 total_rows, row-2 in group-b on 2026-10-02 with 20 duplicate_rows out of 2 total_rows, row-3 in group-a on 2026-10-03 with 15 duplicate_rows out of 3 total_rows, and row-4 in group-b on 2026-10-04 with 30 duplicate_rows out of 4 total_rows.","exampleUseCases":[{"title":"ETL pipeline data quality audit","prompt":"I'm running an ETL pipeline and need to check for exact duplicate rows across dataset groups. Here are 5 observation records — each has a row_id, dataset_group, date, duplicate_rows, and total_rows — please deduplicate them and give me a duplicate key report so I know which keys are colliding."},{"title":"Monthly duplicate rate tracking by group","prompt":"I want to track duplicate row counts across my two dataset groups 'group-a' and 'group-b' for October 2026. I have 4 dated records with duplicate_rows and total_rows filled in — can you run the deduplication analysis and show me the duplicate key report for each?"},{"title":"Pre-merge dataset integrity check","prompt":"Before merging two datasets I need to confirm there are no exact duplicate rows or key collisions. Can you run exact row deduplication and generate the duplicate key report on these 6 observation records, each with a row_id, group name, date, and duplicate and total row counts?"}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication result identifying which supplied rows are exact duplicates, and (2) a duplicate key report flagging which row_ids or key combinations appear more than once — all computed locally from the supplied data without any external lookups.","failureModes":["Submitting more than 200 rows causes rejection (maxItems: 200)","Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) on any row causes validation failure","Date field not matching YYYY-MM-DD pattern causes schema rejection","Numeric values outside the allowed range (-1,000,000,000,000 to 1,000,000,000,000) cause validation errors","Empty rows array (minItems: 1) is rejected","Payment failure via x402 protocol prevents execution"],"whenToPreferThis":"Choose this endpoint when you have up to 200 pre-aggregated duplicate-observation records (with duplicate_rows and total_rows per group and date) and need both exact row deduplication and a duplicate key collision report in a single call for a flat $0.01 fee. Prefer it over general-purpose data tools when you specifically need the two-report bundle (deduplication + key audit) on structured observation data without any external data fetching or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:41.896Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-exact-row-deduplication-duplicate-key-report-172dac1b"}