{"uid":"cap_uWQHIkRyW5mccB3y67iNa","slug":"training-compliance-data-quality-analytics-record-audit-string-bdf7b225","name":"Training Compliance Data Quality & Analytics — Record Audit, String Normalisation, Daily Sum Series","description":"Training compliance — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series for supplied training compliance records (completed_courses, assigned_courses). 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-operations-10-198?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_courses","assigned_courses"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"assigned_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","assigned_courses":1,"completed_courses":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","assigned_courses":2,"completed_courses":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_courses","assigned_courses"],"type":"string","default":"completed_courses"}}},"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_L3k116O64b8kTGRkIocKd","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 local analytical reports on up to 200 training compliance rows: a record quality audit, string normalisation, and a daily sum series for completed_courses or assigned_courses.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and daily sum series on my training compliance data — here are my rows with row_id, team_group, date, completed_courses, and assigned_courses (up to 200 rows) — and use completed_courses as the field for the daily sum?","exampleUseCases":[{"title":"Pre-reporting LMS data quality check","prompt":"Before I send our monthly compliance report, can you audit these 150 training records for data quality issues, normalise the team group names, and give me daily totals of completed_courses? Here's the CSV export with row_id, team_group, date, completed_courses, and assigned_courses."},{"title":"Identifying dirty team labels in course data","prompt":"Our training dataset has inconsistent team_group spellings — can you run a string normalisation report on these 80 compliance rows so I can see what needs to be cleaned up? Include the quality audit too, using completed_courses for the daily sum series."},{"title":"Daily assigned course tracking for audit trail","prompt":"I need to track how many courses were assigned each day across our groups — can you compute a daily sum series for assigned_courses on these 200 compliance rows and include a record quality audit so I know if anything looks off?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging issues such as missing values, out-of-range numbers, or malformed dates; (2) string normalisation results for team_group and other string fields; and (3) a daily sum series aggregating the selected numeric field (completed_courses or assigned_courses) by date. All processing is local with no external lookups.","failureModes":["Rows exceeding 200 items will be rejected — maxItems constraint enforced","Malformed date strings not matching YYYY-MM-DD pattern will cause validation errors","Missing required fields (row_id, date, completed_courses, assigned_courses) will result in rejection","null numeric values are accepted but may affect sum series output","Invalid field enum value (not 'completed_courses' or 'assigned_courses') will cause schema error"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports — quality audit, string normalisation, and daily aggregation — on training compliance data in a single low-cost call. It is best suited for batch preprocessing of LMS or HR exports before dashboarding or reporting, when you do not need real-time lookups, predictions, or external enrichment. Prefer alternatives if you need more than 200 rows, live data integration, or domain-specific professional assessment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:49:57.007Z","isFirstParty":false,"canonicalSlug":"training-compliance-data-quality-analytics-record-audit-string-bdf7b225"}