{"uid":"cap_IFiNcaZBCzlZLDK1vYUzn","slug":"training-compliance-trailing-mean-series-keyed-dataset-comparison-f2a231e1","name":"Training Compliance Trailing Mean Series + Keyed Dataset Comparison","description":"Training compliance — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison 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-10-153?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"assigned_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","assigned_courses":1,"completed_courses":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","assigned_courses":2,"completed_courses":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_courses","assigned_courses"],"type":"string","default":"completed_courses"},"other":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_courses","assigned_courses"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":17},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":33}],"maxItems":200,"minItems":0},"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_YPQUzLBh5ANr4Ud7Pvpt8","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 a keyed dataset comparison for up to 200 training compliance records (completed_courses, assigned_courses) across team groups.","exampleAgentPrompt":"Can you analyze our training compliance data and give me a trailing mean series of completed_courses plus a side-by-side comparison with last quarter's dataset? I have two sets of up to 200 rows with team_group, date, completed_courses, and assigned_courses fields.","exampleUseCases":[{"title":"Quarterly compliance trend review","prompt":"I have this quarter's training compliance records for all teams — up to 180 rows with team_group, date, completed_courses, and assigned_courses. Can you compute a trailing mean series for completed_courses and compare it against last quarter's numbers to see how we're trending?"},{"title":"Team completion rate benchmarking","prompt":"We need to benchmark our two regional teams on training compliance. I have two datasets (up to 200 rows each) with completed_courses and assigned_courses by date. Can you run a trailing mean series on completed_courses and a keyed comparison between the two team datasets?"},{"title":"Post-training-push compliance analysis","prompt":"After our mandatory compliance push last month, I want to see the trailing mean of assigned_courses over time and compare our pre-push and post-push datasets row by row. Both datasets have team_group, date, completed_courses, and assigned_courses — around 150 rows each."}],"resultDescription":"Returns two analytical reports: (1) a trailing mean time series showing smoothed values of the selected field (completed_courses or assigned_courses) over the date sequence, and (2) a keyed dataset comparison highlighting differences between the primary and secondary supplied datasets, keyed by row_id and team_group. No external lookups or predictions are made — all analysis uses local analytical engines applied to the supplied data.","failureModes":["Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes validation error","More than 200 rows submitted — request rejected or truncated","Invalid date format (not YYYY-MM-DD) causes parse failure","Null values in numeric fields may affect trailing mean calculation accuracy","Empty rows array returns an error","Mismatched row_ids between primary and comparison dataset may produce incomplete comparison output"],"whenToPreferThis":"Choose this endpoint when you have pre-collected training compliance data (completed_courses and assigned_courses) and need two specific analytical outputs — a trailing mean time series plus a keyed dataset comparison — in a single low-cost call. Ideal for HR or L&D teams doing periodic compliance reporting without needing real-time data fetching, prediction, or external integrations. Best when dataset size is under 200 rows and you want a bundled 2-report analytical pass at $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:32:32.146Z","isFirstParty":false,"canonicalSlug":"training-compliance-trailing-mean-series-keyed-dataset-comparison-f2a231e1"}