{"uid":"cap_rzAmkzRfemrWwwyzBahGb","slug":"label-review-analytics-duplicate-key-report-daily-sum-series-d7b788ac","name":"Label Review Analytics — Duplicate Key Report & Daily Sum Series","description":"Label review — Duplicate key report + Daily sum series: Duplicate key report + Daily sum series 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-12-060?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_RNaJ5vc8lDw4FULPYQN27","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 local analytical reports on label review data: a duplicate key report and a daily sum series for reviewed_records or changed_labels, up to 200 rows.","exampleAgentPrompt":"Check my label review data for duplicate row IDs and also give me a daily sum of reviewed_records — here are the rows: [{\"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}].","exampleUseCases":[{"title":"Data quality check before ML training","prompt":"I have 150 label review records from our annotation pipeline — can you run a duplicate key report on the row IDs and give me a daily sum of changed_labels across dates so I can spot any data issues before training?"},{"title":"Daily reviewed records trend for reporting","prompt":"Take these label review rows from last month and generate a daily sum series for reviewed_records and also flag any duplicate row IDs — I need both reports for our weekly QA meeting."},{"title":"Annotation audit for dataset group","prompt":"Here's a batch of up to 200 label review records across groups A and B — run a duplicate key check and a daily total series on reviewed_records so I can audit the annotation quality across dataset groups."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values across the supplied rows, and (2) a daily sum series aggregating the selected field (reviewed_records or changed_labels) by date. No external data is fetched; all computation is performed locally on the supplied rows.","failureModes":["Missing required fields (row_id, date, dataset_group, reviewed_records, changed_labels) cause validation errors","Exceeding 200 rows returns an error or truncation","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null numeric values may affect sum computations","Unrecognized field enum values (not reviewed_records or changed_labels) return validation errors","Empty rows array is rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you have up to 200 label review records and need both a duplicate key check and a daily sum time series in a single $0.01 call, without requiring any live data lookup or external service. Ideal for ML annotation pipelines, data quality audits, and reporting workflows where the data is already on hand.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:34:06.368Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-duplicate-key-report-daily-sum-series-d7b788ac"}