{"uid":"cap_Wzwiw4yDJGNoijluhXp4c","slug":"label-review-analytics-category-frequencies-base-100-series-15686f17","name":"Label Review Analytics: Category Frequencies + Base-100 Series","description":"Label review — Category frequencies + Base-100 series: Category frequencies + Base-100 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-12-105?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_X0INDkGdTiDl9t0Mu8J3q","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 category frequency distributions and a base-100 indexed series for label review data (reviewed_records and changed_labels) across up to 200 rows, returning two local analytical reports.","exampleAgentPrompt":"Can you run two analytics reports on my label review data — a category frequency breakdown and a base-100 series — for these 50 rows of reviewed_records across dataset groups A and B, using row 0 as the base index?","exampleUseCases":[{"title":"ML annotation audit by dataset group","prompt":"I have 120 rows of label review records split across three dataset groups with dates, reviewed_records, and changed_labels. Can you give me a category frequency breakdown and a base-100 trend series for reviewed_records, starting from row 0 as the base?"},{"title":"Label change rate trend analysis","prompt":"Run a base-100 index series on my changed_labels field for these label review records — I want to see how label changes have trended relative to the first entry across my dataset groups."},{"title":"Annotation throughput frequency report","prompt":"I need a category frequency report for my label review dataset of 80 rows grouped by dataset_group, looking at the reviewed_records field — can you also give me the base-100 series starting at index 0?"}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how reviewed_records or changed_labels are distributed across dataset_group categories, and (2) a base-100 indexed series for the selected field anchored at the specified base_index row — all computed locally from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, date, dataset_group, reviewed_records, changed_labels) cause validation errors","base_index out of range (0–199) or exceeding actual row count","Invalid date format (must be YYYY-MM-DD)","Null values in the selected field may affect base-100 series computation","Numeric values outside allowed range (±1,000,000,000,000) rejected"],"whenToPreferThis":"Choose this endpoint when you need both a category frequency distribution and a base-100 indexed time series for label review data in a single call. It is ideal for ML/annotation teams auditing label quality, tracking label change rates across dataset groups, or benchmarking reviewed record volumes against a baseline period — all without sending data to an external prediction or lookup service.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:37:57.975Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-category-frequencies-base-100-series-15686f17"}