{"uid":"cap_DK35i0Qk-ufs2xWy_R-hG","slug":"label-review-analytics-exact-row-deduplication-numeric-interval-filter-449eee82","name":"Label Review Analytics: Exact Row Deduplication + Numeric Interval Filter","description":"Label review — Exact row deduplication + Numeric interval filter: Exact row deduplication + Numeric interval filter for supplied label review records (reviewed_records, changed_labels). 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-12-043?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","reviewed_records","changed_labels"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"changed_labels":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"reviewed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","changed_labels":1,"reviewed_records":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","changed_labels":2,"reviewed_records":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","changed_labels":3,"reviewed_records":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","changed_labels":4,"reviewed_records":30}],"maxItems":200,"minItems":1},"field":{"enum":["reviewed_records","changed_labels"],"type":"string","default":"reviewed_records"},"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_np9GG0Bu_UJqSaucFuQ1F","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":"Deduplicates label review rows and filters them by a numeric interval, returning two independent analytical reports for up to 200 records.","exampleAgentPrompt":"Deduplicate these label review rows and filter by reviewed_records between 0 and 100: [row-1, 2026-10-01, group-a, reviewed_records=10, changed_labels=1], [row-2, 2026-10-02, group-b, reviewed_records=20, changed_labels=2] — give me both the deduplication and interval filter reports.","exampleUseCases":[{"title":"Clean up annotation pipeline duplicates","prompt":"I have 150 label review records from our annotation team and want to find and remove exact duplicate rows, then also filter to only keep rows where reviewed_records falls between 5 and 50. Can you run both reports on this dataset?"},{"title":"Audit changed labels within a range","prompt":"Here are 80 rows from our dataset review log. Deduplicate them and filter the changed_labels field to only show rows between -10 and 100 — I need both the deduplication report and the interval filter report."},{"title":"QA check on grouped label review data","prompt":"We've got label review records across two dataset groups for October 2026, up to 200 rows. Run exact row deduplication and a numeric interval filter on the reviewed_records column between 0 and 30 to help us QA the data before our next training run."}],"resultDescription":"Two independent analytical reports: one showing exact duplicate row deduplication results, and one showing rows from the supplied data that fall within the specified numeric interval for the chosen field (reviewed_records or changed_labels). Up to 200 input rows are supported per call.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit","Missing required fields (row_id, date, reviewed_records, changed_labels) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema rejection","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejected","Invalid field enum value (must be 'reviewed_records' or 'changed_labels') — schema error","Empty rows array — minItems violation"],"whenToPreferThis":"Use this endpoint when you need to both deduplicate label review records by exact row match AND apply a numeric interval filter to a chosen numeric field (reviewed_records or changed_labels) in a single low-cost call. It is purpose-built for annotation and label review quality workflows, not general-purpose deduplication or arbitrary datasets. Ideal when you want two reports (dedup + range filter) from the same batch of up to 200 label review rows without spinning up external infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:02.045Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-exact-row-deduplication-numeric-interval-filter-449eee82"}