{"uid":"cap_AK2TPlDv-dHSqCJzP7tBP","slug":"training-compliance-record-quality-audit-secondary-measure-weighted-2184305d","name":"Training Compliance Record Quality Audit + Secondary-Measure Weighted Mean","description":"Training compliance — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied training compliance records (completed_courses, assigned_courses). 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-operations-10-016?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_kEzEj8MJaePg0OsNYgRYR","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 two analytical reports on training compliance data: a record quality audit and a secondary-measure weighted mean, for up to 200 rows of completed/assigned course data.","exampleAgentPrompt":"Can you run a record quality audit and a weighted mean analysis on our training compliance data — here are 4 rows with completed_courses as the field, for teams group-a and group-b across October 2026?","exampleUseCases":[{"title":"HR team compliance data quality check","prompt":"I have training records for 150 employees across 5 departments from last quarter — can you run a quality audit on the completed_courses field to flag any bad or inconsistent records?"},{"title":"Weighted mean completion rate by team","prompt":"Run a weighted mean calculation on assigned_courses for these 80 training compliance rows covering our engineering and sales teams from January 2025 — I need both the quality audit and the weighted mean in one shot."},{"title":"Pre-reporting compliance data validation","prompt":"Before I submit our monthly training compliance report, can you audit these 200 records for data quality issues and compute the weighted mean for completed_courses so I can catch any anomalies?"}],"resultDescription":"Two analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or inconsistencies in the supplied training compliance rows, and (2) a weighted mean calculation for the selected field (completed_courses or assigned_courses) across the provided rows. Both reports are generated locally from supplied data with no external lookups.","failureModes":["Exceeding 200-row limit returns a validation error","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes rejection","Invalid date format (non-YYYY-MM-DD) fails schema validation","Null or out-of-range numeric values may affect weighted mean computation","Payment failure via x402 prevents endpoint access"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a weighted mean statistic on training compliance records in a single low-cost call ($0.01 USDC), without needing live data lookups, predictions, or external integrations. Ideal for HR or L&D teams doing pre-reporting data validation on batches up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T12:42:06.852Z","isFirstParty":false,"canonicalSlug":"training-compliance-record-quality-audit-secondary-measure-weighted-2184305d"}