{"uid":"cap_X3FiMm_8XA9V0qaTnG3ak","slug":"training-compliance-record-quality-audit-keyed-dataset-comparison-bc6550b1","name":"Training Compliance Record Quality Audit + Keyed Dataset Comparison","description":"Training compliance — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison 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-10-018?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"assigned_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","assigned_courses":1,"completed_courses":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","assigned_courses":2,"completed_courses":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_courses","assigned_courses"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":17},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":33}],"maxItems":200,"minItems":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_fvDcnzypZfQrtO9fW61WQ","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 keyed dataset comparison between two supplied datasets of up to 200 rows each.","exampleAgentPrompt":"Can you run a record quality audit and a keyed comparison on these two training compliance datasets — each has about 50 rows with row_id, team_group, date, completed_courses, and assigned_courses fields — and tell me where the data quality issues are and what differs between them?","exampleUseCases":[{"title":"Monthly compliance data quality check","prompt":"I have this month's training compliance export with 120 rows covering team_group, date, completed_courses, and assigned_courses — can you run a record quality audit on it and flag any nulls, invalid dates, or suspicious values?"},{"title":"Quarter-over-quarter course completion comparison","prompt":"I've got two datasets of training compliance records — Q2 and Q3, about 80 rows each with row_id, team_group, date, completed_courses, and assigned_courses — can you do a keyed comparison and show me exactly which rows changed between quarters?"},{"title":"Cross-team compliance dataset reconciliation","prompt":"Our HR team and the LMS both exported training records for the same period and I need to reconcile them — both files have around 150 rows with row_id, team_group, date, assigned_courses, and completed_courses. Can you run a quality audit on the primary set and then compare it against the LMS export to find where they disagree?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, malformed dates, and anomalies in the completed_courses and assigned_courses fields; and (2) a keyed dataset comparison report highlighting row-level and field-level differences between the two supplied datasets, keyed on row_id.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema error","Empty rows array (minItems: 1 not met) — request rejected","Payment not included or insufficient USDC — 402 payment required"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a side-by-side keyed comparison of two training compliance datasets in a single low-cost call. It is ideal for compliance teams reconciling LMS exports, validating HR data before reporting, or comparing period-over-period snapshots of course completion records. It operates entirely on supplied data with no external lookups, making it safe for sensitive workforce data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:47.302Z","isFirstParty":false,"canonicalSlug":"training-compliance-record-quality-audit-keyed-dataset-comparison-bc6550b1"}