{"uid":"cap_LsnAFha1XEZlJSKFMZKpz","slug":"label-review-numeric-distribution-numeric-interval-filter-7583938d","name":"Label Review — Numeric Distribution + Numeric Interval Filter","description":"Label review — Numeric distribution + Numeric interval filter: Numeric distribution + Numeric interval filter 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-12-074?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_KN0S8YHPuOFowULux5Spc","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 numeric distribution and a numeric interval filter for label review records (reviewed_records, changed_labels) across up to 200 rows, returning 2 analytical reports.","exampleAgentPrompt":"Analyze the distribution of reviewed_records in my label review data and filter to rows where reviewed_records is between 5 and 50 — here are my rows: [{\"row_id\":\"r1\",\"dataset_group\":\"group-a\",\"date\":\"2025-01-01\",\"reviewed_records\":12,\"changed_labels\":3},{\"row_id\":\"r2\",\"dataset_group\":\"group-b\",\"date\":\"2025-01-02\",\"reviewed_records\":45,\"changed_labels\":7}].","exampleUseCases":[{"title":"QA audit of label change rates","prompt":"Run a numeric distribution and interval filter on changed_labels for my label review dataset, filtering to rows where changed_labels is between 1 and 20 — here are 50 rows from our annotation pipeline review for October 2025."},{"title":"Identifying outlier reviewed record counts","prompt":"I have 120 rows of label review data across dataset groups. Can you compute the numeric distribution of reviewed_records and filter to only the rows where reviewed_records falls between 100 and 500?"},{"title":"Dataset group comparison via range filter","prompt":"For my label review audit covering dataset groups alpha and beta from 2025-09, give me the numeric distribution of changed_labels and show me which rows fall between 0 and 10 changed labels."}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution of the selected field (reviewed_records or changed_labels) across the supplied rows, and (2) a filtered subset of rows where the field value falls within the specified minimum–maximum interval. Both reports are computed locally against the supplied data, up to 200 rows.","failureModes":["Fewer than 1 or more than 200 rows supplied — request rejected","Missing required fields (row_id, date, reviewed_records, changed_labels) on any row — validation error","Numeric values outside allowed range (±1,000,000,000,000) — rejected","Invalid date format (not YYYY-MM-DD) — schema validation failure","Minimum greater than maximum — may return empty interval filter result","Field enum value not 'reviewed_records' or 'changed_labels' — schema error"],"whenToPreferThis":"Choose this endpoint when you need both a numeric distribution summary and an interval-filtered view of label review data (reviewed_records or changed_labels) in a single low-cost call. It is ideal for ML/data-annotation teams auditing label quality across dataset groups without needing external lookups or predictions. It handles up to 200 rows per call at $0.01 USDC and is well-suited for lightweight, in-context analytical reporting on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:28.088Z","isFirstParty":false,"canonicalSlug":"label-review-numeric-distribution-numeric-interval-filter-7583938d"}