{"uid":"cap_mysPyHYzYsvS6iA-YsKD0","slug":"training-compliance-duplicate-key-report-trailing-mean-series-09305513","name":"Training Compliance — Duplicate Key Report + Trailing Mean Series","description":"Training compliance — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series 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-10-061?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_rRiMhbUVOUPTlHyV3DhTc","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":"Analyzes up to 200 training compliance records to produce a duplicate key report and a trailing mean series for completed or assigned courses.","exampleAgentPrompt":"Check my training compliance records for duplicate row IDs and compute a 4-period trailing mean on completed_courses — here are the rows: row-1 / group-a / 2026-10-01 / completed 10 / assigned 1, row-2 / group-b / 2026-10-02 / completed 20 / assigned 2, row-3 / group-a / 2026-10-03 / completed 15 / assigned 3, row-4 / group-b / 2026-10-04 / completed 30 / assigned 4.","exampleUseCases":[{"title":"Spot duplicate entries in compliance logs","prompt":"I have 150 rows of weekly training compliance data and I want to know if any row_id or team-date combination appears more than once — can you run a duplicate key report on completed_courses with a window of 3?"},{"title":"Track rolling course completion trends","prompt":"Compute a 5-period trailing mean on the assigned_courses field for my training compliance dataset covering Q4 2026 — I'll paste the rows now."},{"title":"Audit team training records before HR review","prompt":"Before our HR review meeting, can you scan these 80 training compliance records for duplicate keys and also give me a trailing mean series (window 2) on completed_courses so I can spot any anomalies?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated identifiers within the supplied dataset, and (2) a trailing mean series for the selected metric field (completed_courses or assigned_courses) computed over the specified rolling window — all based solely on the submitted rows with no external lookups.","failureModes":["Fewer than 1 row submitted — minimum 1 row required","More than 200 rows submitted — exceeds maxItems limit","Invalid date format (must match YYYY-MM-DD)","row_id exceeds 80 characters or is empty","window value outside 2–200 range","field value not one of 'completed_courses' or 'assigned_courses'","Malformed numeric values for completed_courses or assigned_courses outside allowed range"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key audit and a rolling/trailing mean time series for training compliance data (completed or assigned courses) in a single low-cost call. It is ideal for HR and L&D analytics pipelines that need to clean and trend-analyze compliance records without any external data enrichment or live predictions. Best suited for batch sizes up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:54.269Z","isFirstParty":false,"canonicalSlug":"training-compliance-duplicate-key-report-trailing-mean-series-09305513"}