{"uid":"cap_9GXw6JUpl-5o3ECQY9OAt","slug":"training-compliance-exact-row-deduplication-numeric-distribution-2b79c9e0","name":"Training Compliance — Exact Row Deduplication + Numeric Distribution","description":"Training compliance — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution 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-10-039?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_6FucluqZmtMi0ghcS3FTj","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 local analytical reports on training compliance records: exact row deduplication and numeric distribution analysis for completed_courses or assigned_courses fields, for up to 200 rows.","exampleAgentPrompt":"Can you deduplicate these training compliance records and show me the numeric distribution of completed_courses? I have about 50 rows with row_id, team_group, date, completed_courses, and assigned_courses fields.","exampleUseCases":[{"title":"HR team compliance data deduplication","prompt":"I have 120 rows of training compliance records for our teams with row_id, team_group, date, completed_courses, and assigned_courses — can you remove duplicates and show me the distribution of completed_courses across those records?"},{"title":"Course assignment volume analysis","prompt":"Run a numeric distribution report on the assigned_courses field across these 80 training records — I need to see how course assignments are spread across our team groups, and flag any duplicate rows."},{"title":"Monthly training audit data cleanup","prompt":"Here are our training compliance records for Q3, about 150 rows with row_id, team_group, date, completed_courses, and assigned_courses. Can you deduplicate them and give me a numeric distribution on completed_courses?"}],"resultDescription":"Returns two reports: (1) an exact row deduplication report identifying and removing repeated rows from the input dataset, and (2) a numeric distribution summary for the selected field (completed_courses or assigned_courses), including statistical spread metrics — all computed locally with no external lookups.","failureModes":["Exceeding 200 row limit returns an error or truncates input","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes rejection","Null values in the selected numeric field may affect distribution calculations","Empty rows array returns an error due to minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you need quick, offline-style deduplication and numeric distribution analysis on training compliance data (up to 200 rows) without requiring a live database, prediction engine, or external service. It is cost-effective at $0.01 per call covering both reports simultaneously. Prefer it over general-purpose analytics tools when your data is already structured with the required fields and you want a bundled dual-report in one call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T13:16:40.050Z","isFirstParty":false,"canonicalSlug":"training-compliance-exact-row-deduplication-numeric-distribution-2b79c9e0"}