{"uid":"cap_IobSJbNHSEHl4zO38NMDd","slug":"label-review-analytics-numeric-interval-filter-secondary-measure-64410c30","name":"Label Review Analytics: Numeric Interval Filter + Secondary-Measure Weighted Mean","description":"Label review — Numeric interval filter + Secondary-measure weighted mean: Numeric interval filter + 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-12-132?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_xrvMfz0sJF-YmYaBe42qF","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":"Filters label review records by a numeric interval on a chosen field and computes a secondary-measure weighted mean, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have label review records across two dataset groups from October 2026 — can you filter them to only include rows where reviewed_records is between 10 and 25, and then compute the weighted mean of changed_labels across those filtered records?","exampleUseCases":[{"title":"Annotation batch quality review","prompt":"I have 80 label review records from last month across several dataset groups — filter to rows where reviewed_records is between 5 and 50, and give me a weighted mean of changed_labels so I can see where the most label churn is happening."},{"title":"Outlier detection in labeling pipeline","prompt":"Can you run the interval filter on my label review data for changed_labels between 0 and 10, and compute the weighted mean of reviewed_records for those filtered rows? I want to spot unusually low-change batches."},{"title":"Dataset group comparison by review volume","prompt":"I've got 150 label review records split across group-a and group-b — filter to rows where reviewed_records falls between 20 and 100 and give me both the interval filter report and the weighted mean of changed_labels."}],"resultDescription":"Returns two analytical reports: (1) a numeric interval filter report listing all rows where the chosen field (reviewed_records or changed_labels) falls within the specified [minimum, maximum] range, and (2) a secondary-measure weighted mean report computing the weighted average of the other measure across those filtered records. Covers up to 200 input rows with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, date, reviewed_records, changed_labels) cause row-level errors","Date fields not matching YYYY-MM-DD pattern will fail validation","Minimum greater than maximum produces an empty filtered result set","Null numeric values in reviewed_records or changed_labels may be excluded from weighted mean calculation","All rows filtered out by interval results in undefined weighted mean"],"whenToPreferThis":"Choose this endpoint when you have label review tabular data (up to 200 rows) with reviewed_records and changed_labels metrics and need both a range-filtered subset and a weighted mean computed in a single call. Ideal for annotation quality analysis, labeling pipeline audits, and dataset group comparisons where you want two complementary analytical views — interval filtering and weighted averaging — without needing a full BI tool or live data connection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:45.205Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-numeric-interval-filter-secondary-measure-64410c30"}