{"uid":"cap_l2Yq12Agu4wqt4nFN7R69","slug":"label-review-analytics-daily-sum-series-secondary-measure-weighted-mean-a79b9c04","name":"Label Review Analytics: Daily Sum Series + Secondary-Measure Weighted Mean","description":"Label review — Daily sum series + Secondary-measure weighted mean: Daily sum 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-12-142?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_5I7B6HZRoyWuiBb4g1prX","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 daily sum time series and a secondary-measure weighted mean from supplied label review records (reviewed_records, changed_labels) for up to 200 rows.","exampleAgentPrompt":"Can you compute the daily sum series and weighted mean of changed_labels weighted by reviewed_records from my label review data? Here are my rows: group-a reviewed 10 records with 1 label change on 2026-10-01, group-b reviewed 20 records with 2 changes on 2026-10-02, and group-a reviewed 15 records with 3 changes on 2026-10-03 — use reviewed_records as the primary field.","exampleUseCases":[{"title":"Daily labeling throughput trend analysis","prompt":"I have a week of label review logs with dates, dataset groups, reviewed_records, and changed_labels — can you compute the daily sum series for reviewed_records so I can see our throughput trend over the week?"},{"title":"Label change rate quality audit","prompt":"For my label QA audit, can you calculate the weighted mean of changed_labels weighted by reviewed_records across these 50 review session rows? I want to know the overall weighted rate of label changes."},{"title":"Multi-group annotation consistency check","prompt":"I've got 120 rows of annotation review data across three dataset groups with dates, reviewed_records, and changed_labels — run both reports: the daily sum series and the weighted mean of changed_labels, using reviewed_records as the secondary measure."}],"resultDescription":"Returns two analytical reports: (1) a daily sum time series aggregating the selected field (reviewed_records or changed_labels) by date, and (2) a secondary-measure weighted mean of the alternate field weighted by the primary measure — all computed locally from the supplied row data, no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, reviewed_records, changed_labels) cause validation error","Invalid date format (non-YYYY-MM-DD) rejected by schema pattern","Numeric values outside allowed range (-1e12 to 1e12) cause schema validation failure","Empty rows array (minItems:1 not met) returns error","Invalid field enum value (not reviewed_records or changed_labels) causes rejection"],"whenToPreferThis":"Choose this endpoint when you have label review tabular data (up to 200 rows) and need both a daily aggregated time series and a weighted mean statistic in a single low-cost call ($0.01 USDC for both reports). Prefer it over general-purpose analytics when your data schema specifically matches the reviewed_records/changed_labels MLOps label audit pattern and you want offline computation without external data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:21.944Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-daily-sum-series-secondary-measure-weighted-mean-a79b9c04"}