{"uid":"cap_vbJtQEy84wwFQYQjxKqLM","slug":"label-review-analytics-category-frequencies-daily-sum-series-4c66860f","name":"Label Review Analytics — Category Frequencies & Daily Sum Series","description":"Label review — Category frequencies + Daily sum series: Category frequencies + Daily sum series 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-12-102?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_iAiUi1Rkti8cbnNe7uKmL","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 two analytical reports (category frequencies and daily sum series) over supplied label review records, covering reviewed_records or changed_labels fields, for up to 200 rows.","exampleAgentPrompt":"I have up to 200 rows of label review data with dates, dataset groups, reviewed_records, and changed_labels — can you run category frequencies and a daily sum series on the reviewed_records field and show me both reports?","exampleUseCases":[{"title":"Daily label change tracking for ML team","prompt":"I've got a batch of label review records from October covering two dataset groups, group-a and group-b, across about 50 rows — can you give me the daily sum series for changed_labels so I can see how label edits trended over time?"},{"title":"Dataset group frequency audit","prompt":"I need to know how often each dataset group appears in my label review log for the past quarter — here are 120 rows with row_id, date, dataset_group, reviewed_records, and changed_labels. Run category frequencies on the reviewed_records field for me."},{"title":"Review throughput summary by day","prompt":"Can you summarize my label review throughput? I have 80 rows of review records with dates and reviewed_records counts across several dataset groups — give me both category frequencies and the daily sum series for reviewed_records."}],"resultDescription":"Two independent analytical reports: (1) category frequencies showing how often each dataset_group value appears (or its aggregate totals), and (2) a daily sum series bucketing the chosen field (reviewed_records or changed_labels) by date. Results are computed locally from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, dataset_group) on any row — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema validation failure","Numeric field values outside allowed range — rejection","Empty rows array — error response","Invalid field enum value (must be 'reviewed_records' or 'changed_labels') — validation failure"],"whenToPreferThis":"Choose this endpoint when you have up to 200 label review records and need both a breakdown by dataset group category and a day-by-day summation of either reviewed_records or changed_labels in a single $0.01 call. Ideal for ML annotation teams doing lightweight batch analysis without needing live prediction, external data enrichment, or a full data warehouse query.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:08.219Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-category-frequencies-daily-sum-series-4c66860f"}