{"uid":"cap_SQtrKZrWcMz65rqzsxIki","slug":"training-compliance-trailing-mean-series-adjacent-row-changes-fa497935","name":"Training Compliance Trailing Mean Series + Adjacent Row Changes","description":"Training compliance — Trailing mean series + Adjacent row changes: Trailing mean series + Adjacent row changes 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-10-146?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_GTa5p-URCkemBwEvelCus","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 trailing mean time series and adjacent row changes for training compliance data (completed_courses, assigned_courses) across up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Analyze my training compliance records using a window size of 5 — I have 12 rows with team groups, dates, and completed_courses counts, and I want both the trailing mean series and adjacent row changes for completed_courses.","exampleUseCases":[{"title":"Team compliance trend monitoring","prompt":"I have 50 rows of weekly training compliance data for my teams — can you compute the trailing mean series and adjacent row changes for completed_courses using a window of 4, so I can see which teams are improving or slipping?"},{"title":"Spot sudden drops in course assignments","prompt":"Run the trailing mean and adjacent row change analysis on my 30-row dataset of assigned_courses records by team group and date — use a window of 3 so I can spot any sudden drops or spikes in assignments."},{"title":"Quarterly compliance audit analytics","prompt":"I need to audit our quarterly training data — please analyze these 100 compliance records for completed_courses with a trailing mean window of 10 and give me both the trend series and the row-by-row change report."}],"resultDescription":"Returns two analytical reports: (1) a trailing mean series showing rolling averages of the selected field (completed_courses or assigned_courses) over the specified window, and (2) an adjacent row changes report showing delta values between consecutive rows — both computed locally on the supplied data without any external lookups.","failureModes":["Fewer than 1 row supplied returns validation error","More than 200 rows supplied exceeds limit and returns error","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Window size larger than number of rows may produce empty or partial trailing mean results","Null values in completed_courses or assigned_courses may affect mean and delta calculations","Invalid field enum value (not completed_courses or assigned_courses) returns validation error"],"whenToPreferThis":"Choose this endpoint when you have tabular training compliance records and need both a rolling average trend and row-to-row change detection in a single low-cost call. Ideal for HR analytics pipelines, compliance dashboards, or audit workflows where you supply your own data and need fast, local statistical analysis without external data dependencies or prediction services.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T12:43:29.936Z","isFirstParty":false,"canonicalSlug":"training-compliance-trailing-mean-series-adjacent-row-changes-fa497935"}