{"uid":"cap_pkJTYYmsjwI6Wwp5UNCCI","slug":"training-compliance-data-quality-suite-audit-deduplication-numeric-9d15ff78","name":"Training Compliance Data Quality Suite — Audit, Deduplication & Numeric Ordering","description":"Training compliance — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering 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-10-213?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_YS5cpXysSnlfalSDRtyhk","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 training compliance row data: a record quality audit, exact row deduplication check, and numeric row ordering for completed_courses or assigned_courses fields, supporting up to 200 rows per call.","exampleAgentPrompt":"Can you run a full data quality audit, exact deduplication check, and numeric ordering on my training compliance records — I have rows with team_group, date, completed_courses, and assigned_courses fields, up to about 50 rows — and use completed_courses as the numeric field for ordering?","exampleUseCases":[{"title":"Monthly training report data cleanup","prompt":"I need to prepare our monthly training compliance report. Can you audit these 80 training rows for quality issues, flag any exact duplicates, and sort them numerically by completed_courses? Here's the data with row_id, team_group, date, completed_courses, and assigned_courses."},{"title":"Spotting duplicate course assignment entries","prompt":"Our LMS export has some suspected duplicate entries across team groups. Can you run the exact row deduplication report on these 120 training compliance records and also do a quality audit so I know which rows have problems?"},{"title":"Ranking teams by assigned course load","prompt":"I want to see which team groups have the highest assigned_courses values. Can you take these 60 rows of compliance data and run the numeric ordering report on assigned_courses, plus the quality audit so I can catch any bad values first?"}],"resultDescription":"Returns three independent reports for the submitted rows: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) an exact row deduplication report identifying duplicate records; and (3) a numerically ordered row listing sorted by the selected field (completed_courses or assigned_courses). All processing is done locally with no external lookups.","failureModes":["Submitting more than 200 rows returns an error or truncation","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes validation rejection","Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure","Null or out-of-range numeric values may flag in quality audit but do not block processing","Invalid field enum value (anything other than completed_courses or assigned_courses) causes request rejection"],"whenToPreferThis":"Choose this endpoint when you need to quickly validate, deduplicate, and sort training compliance tabular data (up to 200 rows) without requiring external data sources or live lookups. It is ideal for pre-reporting data hygiene on LMS exports. Prefer this over general-purpose analytics tools when you specifically need all three reports (quality audit, deduplication, numeric ordering) in a single low-cost call focused on the completed_courses/assigned_courses domain.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:38.694Z","isFirstParty":false,"canonicalSlug":"training-compliance-data-quality-suite-audit-deduplication-numeric-9d15ff78"}