{"uid":"cap_FmzHdr9phwP9BOBj8AVvV","slug":"label-review-analytics-duplicate-key-report-numeric-row-ordering-9b6748c6","name":"Label Review Analytics: Duplicate Key Report + Numeric Row Ordering","description":"Label review — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering 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-12-058?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"}}},"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_XYHP_fxUm_C5JtRHTLPkc","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":"Runs two analytical reports on label review data: a duplicate key detection report and a numeric row ordering report, for up to 200 rows of reviewed_records or changed_labels data.","exampleAgentPrompt":"Can you run a duplicate key report and numeric row ordering report on my label review data? I have rows with row_id, dataset_group, date, reviewed_records, and changed_labels — up to 50 rows — and I want to analyze the reviewed_records field.","exampleUseCases":[{"title":"Duplicate detection in annotation batches","prompt":"I've got a batch of 80 label review records with row_ids, dataset groups, and dates — can you check them for duplicate keys and also rank the rows by their reviewed_records values?"},{"title":"Quality control for changed labels data","prompt":"Run a duplicate key report and numeric ordering on my 120 label review entries using the changed_labels field — I need to spot any repeated identifiers and see which rows have the highest label change counts."},{"title":"Multi-group label review audit","prompt":"I have label review data across three dataset groups with about 150 rows total. Can you check for duplicate row IDs and give me a numeric ordering by reviewed_records so I can audit the data quality?"}],"resultDescription":"Two independent analytical reports: (1) a duplicate key report identifying rows with repeated identifiers within the submitted dataset, and (2) a numeric row ordering report ranking rows by the selected field (reviewed_records or changed_labels). Reports are computed locally with no external lookups, covering up to 200 input rows.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Numeric field values outside allowed range — rejection","Empty rows array — error","Invalid field enum value (must be reviewed_records or changed_labels) — validation failure"],"whenToPreferThis":"Use this endpoint when you need fast, local analytical reports on label review datasets without any external data lookups — specifically for detecting duplicate row keys and generating numeric orderings on reviewed_records or changed_labels fields. Ideal for ML data pipeline quality checks, annotation batch audits, and label review data validation workflows where you want two reports bundled in a single low-cost call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:05.904Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-duplicate-key-report-numeric-row-ordering-9b6748c6"}