{"uid":"cap_mEb3VhlFZ2yPF5KRuifuv","slug":"label-review-analytics-record-quality-audit-string-normalisation-base-a4caa80b","name":"Label Review Analytics — Record Quality Audit, String Normalisation & Base-100 Series","description":"Label review — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series for supplied label review records (reviewed_records, changed_labels). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-12-201?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_KW_ZgRxpI3hkbkd6enuwX","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":"Runs three independent analytical reports (record quality audit, string normalisation, and base-100 index series) on up to 200 rows of label review data covering reviewed_records and changed_labels fields.","exampleAgentPrompt":"Run the three-report label review analytics — record quality audit, string normalisation, and base-100 series — on my dataset: rows from group-a and group-b from October 2026 with reviewed_records and changed_labels counts, rebasing the index at row 0 on the reviewed_records field.","exampleUseCases":[{"title":"Annotation quality check for ML team","prompt":"I have 50 rows of label review logs from our annotation pipeline across two dataset groups from last quarter — can you run the record quality audit, string normalisation, and base-100 series reports on them, using reviewed_records as the target field and starting the base index at row 0?"},{"title":"Label change rate trend analysis","prompt":"Can you run the three label review analytics reports on our changed_labels data for November 2026 — I want the quality audit, string normalisation, and a base-100 index series rebased from row 0 so I can see the trend over the month across our dataset groups?"},{"title":"Data readiness check before model retraining","prompt":"Before we kick off retraining, I need to verify our label review records are clean — please run the record quality audit, string normalisation, and base-100 series on these 120 rows of reviewed_records data grouped by dataset_group, starting the base index at position 0."}],"resultDescription":"Returns three independent analytical reports for the submitted label review rows: (1) a record quality audit flagging completeness and consistency issues, (2) a string normalisation report standardising text fields such as dataset_group, and (3) a base-100 index series for the selected numeric field (reviewed_records or changed_labels) rebased from the specified row index. All analysis is performed locally on supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null or out-of-range numeric values in reviewed_records or changed_labels may produce quality flags or errors","base_index referencing a row beyond the dataset length fails validation","Missing required fields (row_id, date) causes request rejection","Payment failure or insufficient USDC balance blocks the call"],"whenToPreferThis":"Choose this endpoint when you need three combined analytical passes — quality audit, string normalisation, and base-100 indexing — on label review data in a single low-cost call. It is ideal for ML/annotation teams validating batches of up to 200 reviewed_records and changed_labels rows before downstream processing. Prefer it over separate single-report endpoints when you want all three report types together for $0.01 USDC without external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:51.907Z","isFirstParty":false,"canonicalSlug":"label-review-analytics-record-quality-audit-string-normalisation-base-a4caa80b"}