{"uid":"cap_7u1MbZO6HuX6OM0SBWkcp","slug":"training-compliance-numeric-distribution-and-trailing-mean-series-28c8421c","name":"Training Compliance Numeric Distribution and Trailing Mean Series Analyzer","description":"Training compliance — Numeric distribution + Trailing mean series: Numeric distribution + 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-10-076?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_AalVlGaM_rpozjlX3gXLJ","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":"Computes a numeric distribution and a trailing mean time series for training compliance records (completed_courses or assigned_courses) across up to 200 rows.","exampleAgentPrompt":"Analyze the distribution and compute a 4-period trailing mean for the completed_courses field across my training compliance data — here are 10 rows with row_id, team_group, date, completed_courses, and assigned_courses for teams Alpha and Beta from October 2026.","exampleUseCases":[{"title":"Team training completion trend analysis","prompt":"I have weekly training compliance records for three teams over the past quarter — can you run a numeric distribution and a trailing mean with a window of 5 on the completed_courses field so I can see how completion rates are trending?"},{"title":"Course assignment load distribution audit","prompt":"Here are 150 rows of training compliance data with assigned_courses per team per day — run a distribution and trailing mean series on assigned_courses with a window of 7 so I can see how evenly the workload is spread over time."},{"title":"HR compliance reporting for board review","prompt":"I need to prepare a statistical summary of our training compliance for the board — please compute the numeric distribution and a 4-period trailing mean on completed_courses for these 80 records grouped by team_group and date."}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution of the selected field (completed_courses or assigned_courses) across the supplied rows, showing spread and frequency; (2) a trailing mean time series using the specified window size, showing smoothed values over the date sequence. Both reports are computed locally against the supplied data with no external lookups.","failureModes":["Fewer than 1 row supplied — minimum 1 row required","More than 200 rows supplied — maximum is 200 rows per call","Window size larger than number of rows — trailing mean cannot be computed","Invalid date format (must be YYYY-MM-DD)","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses)","Invalid field enum value — must be 'completed_courses' or 'assigned_courses'","Null values in the selected numeric field may affect distribution and mean calculations"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of training compliance data and need both a statistical distribution and a rolling/trailing mean time series in a single low-cost call ($0.01 USDC for both reports). Ideal for HR analytics, L&D reporting, or compliance dashboards where you want to understand the spread and trend of course completion or assignment metrics without setting up your own analytics pipeline.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:46.387Z","isFirstParty":false,"canonicalSlug":"training-compliance-numeric-distribution-and-trailing-mean-series-28c8421c"}