{"uid":"cap_ppkxlICTtHBbQlAMm0b1j","slug":"label-review-grouped-numeric-summary-category-frequencies-31142bb9","name":"Label Review — Grouped Numeric Summary + Category Frequencies","description":"Label review — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies 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-12-086?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_Ewgv2gfa6CoFMaBuNym85","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 grouped numeric summary and category frequency report for label review records (reviewed_records and changed_labels) across up to 200 rows.","exampleAgentPrompt":"Can you run a grouped numeric summary and category frequency report on my label review data — I have rows with dataset_group, date, reviewed_records, and changed_labels fields, and I want to analyze the reviewed_records metric across up to 200 rows?","exampleUseCases":[{"title":"Label accuracy audit by dataset group","prompt":"I have 150 rows of label review records with dataset groups like 'group-a' and 'group-b', dates, and counts of reviewed_records and changed_labels. Can you give me a grouped numeric summary plus category frequencies so I can see which groups have the most label changes?"},{"title":"Annotation pipeline quality check","prompt":"We just finished a round of data annotation and I want to summarize how many records were reviewed versus how many labels got changed, broken down by dataset group. Can you run the grouped numeric summary and frequency report on my changed_labels field across these 80 rows?"},{"title":"Weekly label review performance report","prompt":"Here are this week's label review records — about 120 rows with dataset groups, dates, and reviewed_record counts. Can you compute the grouped numeric summary and category frequency breakdown so I can report on which groups had the highest review activity?"}],"resultDescription":"Returns two independent analytical reports: (1) a grouped numeric summary of the selected field (reviewed_records or changed_labels) broken down by dataset_group, and (2) category frequency counts showing how often each dataset_group appears across the supplied rows. Both reports are computed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows supplied — request rejected or truncated","Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (-1T to +1T) — rejected","Empty rows array — no data to analyze"],"whenToPreferThis":"Choose this endpoint when you have label review datasets with reviewed_records and changed_labels metrics and need both a grouped statistical summary and category frequency breakdown in a single call for up to 200 rows, without needing external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:37.891Z","isFirstParty":false,"canonicalSlug":"label-review-grouped-numeric-summary-category-frequencies-31142bb9"}