{"uid":"cap_JdeKFIqsCOPh7r4LSv-Lv","slug":"label-review-analytics-trailing-mean-series-secondary-measure-ea9110a5","name":"Label Review Analytics: Trailing Mean Series + Secondary-Measure Weighted Mean","description":"Label review — Trailing mean series + Secondary-measure weighted mean: Trailing mean series + Secondary-measure weighted mean 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-12-151?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_X04E4Xz2cprAnroel8wY3","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":"Computes a trailing mean time series and a secondary-measure weighted mean for label review records (reviewed_records and changed_labels) over up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Can you run a trailing mean series and weighted mean analysis on my label review data? I have records with reviewed_records and changed_labels across groups 'alpha' and 'beta' for October 2026 — use a window of 3 and analyze the reviewed_records field.","exampleUseCases":[{"title":"QA team annotation throughput smoothing","prompt":"I have daily label review logs with reviewed_records and changed_labels for two dataset groups over the past month. Can you compute a trailing mean series with a window of 5 on reviewed_records, and also get the weighted mean using changed_labels as the secondary measure?"},{"title":"Label correction rate trend analysis","prompt":"Run a trailing mean analysis on my annotation review data — I want to track how changed_labels trends over time with a window of 4, plus a secondary-measure weighted mean, for groups 'vision-dataset' and 'nlp-dataset' across 50 rows of daily records."},{"title":"Multi-group dataset review comparison","prompt":"I have label review records for three dataset groups across 120 rows, and I want to see both the rolling average of reviewed_records with a window of 7 and the weighted mean weighted by changed_labels — can you compute both reports at once?"}],"resultDescription":"Returns two analytical reports: (1) a trailing mean time series for the selected field (reviewed_records or changed_labels) computed over the specified window, and (2) a secondary-measure weighted mean using the complementary field as weights — both computed locally over the supplied rows without external lookup.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Window size smaller than 2 or larger than number of rows — may yield sparse or invalid series","Missing required fields (row_id, date, reviewed_records, changed_labels) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Null values in numeric fields may affect weighted mean calculation"],"whenToPreferThis":"Choose this endpoint when you need to perform both a trailing/rolling mean time series analysis AND a secondary-measure weighted mean on label review data (reviewed_records, changed_labels) in a single low-cost call. Ideal for ML ops teams monitoring annotation quality over time without needing external data sources or live predictions. The bundled two-report format makes it cost-effective at $0.01 USDC per call for up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-03T06:40:56.914Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-trailing-mean-series-secondary-measure-ea9110a5"}