{"uid":"cap_s_ApPz9BOJYrtJlzeSUox","slug":"training-compliance-trailing-mean-series-explicit-missing-value-fill-3125d9ae","name":"Training Compliance Trailing Mean Series + Explicit Missing-Value Fill","description":"Training compliance — Trailing mean series + Explicit missing-value fill: Trailing mean series + Explicit missing-value fill 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-10-154?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"},"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_aw8IBg-c1ne3kseK8xFAR","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 trailing mean time series and fills missing values in training compliance data (completed_courses, assigned_courses) for up to 200 rows across two independent reports.","exampleAgentPrompt":"Can you run a trailing mean series and fill any missing values in our training compliance data — I have records with completed_courses and assigned_courses for groups A and B across October 2026, use a window of 3 and fill gaps with the mean?","exampleUseCases":[{"title":"Smoothing team course completion trends","prompt":"I have daily completed_courses and assigned_courses records for two teams over the past month. Can you compute a trailing mean with a window of 7 and fill any null values using the median so I can see a smooth compliance trend?"},{"title":"Auditing training gaps with zero-fill","prompt":"Our training data has some missing assigned_courses entries for certain dates. Can you run the trailing mean series with a window of 5 and fill those missing values with zero so I can identify where teams fell behind?"},{"title":"Comparing compliance across team groups","prompt":"I want to compare completed_courses trends across my team groups using a trailing mean with window size 4 and mean-fill for missing entries — here are 150 rows of daily compliance records grouped by team."}],"resultDescription":"Returns two independent analytical reports per call: (1) a trailing mean time series computed over the specified window for the chosen field (completed_courses or assigned_courses), and (2) the same dataset with missing values explicitly filled using the selected method (zero, mean, or median). Results are based solely on the supplied rows (up to 200) with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, completed_courses, assigned_courses) on any row — validation error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Window size outside range 2–200 — rejected","Unsupported fill method value — enum validation error","Empty rows array — minItems constraint violation"],"whenToPreferThis":"Choose this endpoint when you need both a rolling/trailing mean smoothing of compliance time series data AND explicit missing-value imputation in a single call at low cost ($0.01 USDC for 2 reports up to 200 rows). It is ideal for offline/batch analytical workflows on pre-collected training compliance records where no live data lookup, prediction, or external enrichment is needed. Prefer alternatives if you need forecasting, real-time data ingestion, or more than 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:46:59.479Z","isFirstParty":false,"canonicalSlug":"training-compliance-trailing-mean-series-explicit-missing-value-fill-3125d9ae"}