{"uid":"cap_nMBzWo8kbb4d8z8acfaUW","slug":"label-review-analytics-grouped-numeric-summary-secondary-measure-26291e67","name":"Label Review Analytics: Grouped Numeric Summary + Secondary-Measure Weighted Mean","description":"Label review — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + 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-12-096?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_IH-kuJK_JsUxeFODr34Ck","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 grouped numeric summary statistics and a secondary-measure weighted mean for label review records (reviewed_records, changed_labels) across dataset groups, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have label review records for two dataset groups — group-a and group-b — with reviewed_records and changed_labels for each row. Can you run the grouped numeric summary and secondary-measure weighted mean on these records, using reviewed_records as the primary field, for up to 200 rows?","exampleUseCases":[{"title":"QA audit of annotation batches","prompt":"I've got 80 rows of label review data across four dataset groups with reviewed_records and changed_labels per day. Give me the grouped numeric summary and the weighted mean of changed_labels weighted by reviewed_records for each group."},{"title":"Monitoring label change rate by team","prompt":"Our annotation team has two groups — 'team-alpha' and 'team-beta' — and I have daily records of how many labels were reviewed and changed. Can you compute the grouped numeric summary and secondary-measure weighted mean so I can compare their performance?"},{"title":"Weekly dataset QA rollup","prompt":"Here are 150 label review records from this week across three dataset groups. I need both a grouped numeric summary and a weighted mean of the changed_labels field (weighted by reviewed_records) to include in our weekly QA report."}],"resultDescription":"Two analytical reports: (1) a grouped numeric summary of the selected field (reviewed_records or changed_labels) broken down by dataset_group, and (2) a secondary-measure weighted mean where one field is weighted by the other, across up to 200 input rows.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) cause validation errors","Null values in numeric fields may affect weighted mean calculation","Invalid date format (non-YYYY-MM-DD) triggers schema validation failure","Field enum value not in ['reviewed_records','changed_labels'] causes rejection"],"whenToPreferThis":"Choose this endpoint when you have tabular label review data with reviewed_records and changed_labels fields and need both a grouped numeric summary and a weighted mean in a single call for up to 200 rows, without requiring any external lookup, live prediction, or professional assessment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:21.676Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-grouped-numeric-summary-secondary-measure-26291e67"}