{"uid":"cap_i82UbAnxDSY-9PYX85gZv","slug":"label-review-numeric-distribution-grouped-numeric-summary-b78d8330","name":"Label Review — Numeric Distribution + Grouped Numeric Summary","description":"Label review — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary 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-12-071?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_D9mNFi7pwVPCPHQqDGiVP","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 report and a grouped numeric summary for label review data (reviewed_records or changed_labels) across up to 200 rows, using local analytical engines with no external lookups.","exampleAgentPrompt":"Can you run a numeric distribution and grouped summary on my label review data — I have 4 rows spanning 2026-10-01 to 2026-10-04 across group-a and group-b, with reviewed_records values of 10, 20, 15, and 30 — analyze the reviewed_records field?","exampleUseCases":[{"title":"QA team audit of review throughput","prompt":"I have a week's worth of label review records across two dataset groups — can you give me both a numeric distribution and a grouped summary of how many records were reviewed each day so I can spot any gaps in throughput?"},{"title":"Changed-labels anomaly check","prompt":"Run a numeric distribution and grouped numeric summary on my changed_labels data for the past 200 label review rows — I want to see if any dataset group is producing unusually high label changes compared to the others."},{"title":"MLOps pipeline review reporting","prompt":"Generate two reports for me on this label review dataset: a distribution of the reviewed_records field and a grouped breakdown by dataset_group — I need this to present to the team tracking our annotation pipeline quality."}],"resultDescription":"Returns two independent analytical reports: (1) a numeric distribution of the selected field (reviewed_records or changed_labels) showing spread, frequency, and statistical shape; and (2) a grouped numeric summary aggregating that field by dataset_group, both computed locally against the supplied rows (up to 200).","failureModes":["Fewer than 1 row supplied — minimum 1 row required","More than 200 rows supplied — exceeds max item limit","Invalid date format (must match YYYY-MM-DD pattern)","Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) on any row","Numeric values outside allowed range (±1,000,000,000,000)","Invalid field enum value — must be 'reviewed_records' or 'changed_labels'","Payment failure — $0.01 USDC x402 payment required per call"],"whenToPreferThis":"Choose this endpoint when you have label review tabular data (up to 200 rows) and need two complementary analytics reports — a numeric distribution and a grouped summary — in a single low-cost call ($0.01 USDC). Ideal for MLOps teams auditing annotation pipelines, data quality workflows, or anyone needing quick statistical summaries of reviewed_records or changed_labels without any external API lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:10.976Z","isFirstParty":false,"canonicalSlug":"label-review-numeric-distribution-grouped-numeric-summary-b78d8330"}