{"uid":"cap_980W5Y27x8aCdu7hPLtrc","slug":"label-review-analytics-duplicate-key-report-trailing-mean-series-c05a7df2","name":"Label Review Analytics — Duplicate Key Report + Trailing Mean Series","description":"Label review — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean 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-12-061?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_kGZ1an-VbevFF4asR6eLO","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 report and a trailing mean series, for up to 200 rows of reviewed_records or changed_labels data.","exampleAgentPrompt":"Can you run a duplicate key report and a trailing mean series on my label review data — I have 50 rows with reviewed_records and changed_labels by dataset_group and date, and I want the trailing mean over a window of 5 for the reviewed_records field?","exampleUseCases":[{"title":"Detect duplicate row IDs in annotation logs","prompt":"I have a CSV of label review records with row IDs, dates, dataset groups, and counts of reviewed records and changed labels — can you run a duplicate key report on it to find any repeated row IDs? There are about 80 rows."},{"title":"Rolling average for label change volume","prompt":"Can you compute a trailing mean series with a window of 7 for the changed_labels field across my 150-row label review dataset, grouped by date and dataset_group?"},{"title":"QA audit of multi-group annotation review","prompt":"We have two dataset groups — 'vision-a' and 'vision-b' — and I want both a duplicate key check and a trailing mean (window of 4) on reviewed_records across our 120 daily label review records to validate data quality before our next model training run."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values across the supplied rows, and (2) a trailing mean series computed over the specified window for the chosen numeric field (reviewed_records or changed_labels), across up to 200 input rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, reviewed_records, changed_labels) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Window parameter outside 2–200 range — rejected","Numeric field values outside allowed range — rejected","Empty rows array — rejected"],"whenToPreferThis":"Choose this endpoint when you need two lightweight, supply-data-only analytical operations on label review records in a single call: duplicate key detection plus a rolling mean series. It is ideal for data quality audits of annotation pipelines where you need to check for repeated keys and visualize smoothed trends in reviewed or changed label counts, without any external lookup or prediction. Best suited for datasets of up to 200 rows where both reports are needed together at low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:32.961Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-duplicate-key-report-trailing-mean-series-c05a7df2"}