{"uid":"cap_q-2zfPDKMcqZdd0PsEGB4","slug":"training-compliance-string-normalisation-secondary-measure-weighted-e4ec952b","name":"Training Compliance String Normalisation & Secondary-Measure Weighted Mean","description":"Training compliance — String normalisation + Secondary-measure weighted mean: String normalisation + Secondary-measure weighted mean 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-10-034?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"}}},"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_77s_6mzJlsC3IvIY5uO1X","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":"Normalises team/group strings and computes a secondary-measure weighted mean for up to 200 training compliance records (completed_courses, assigned_courses) across two independent analytical reports.","exampleAgentPrompt":"Can you run string normalisation and a secondary-measure weighted mean on these training compliance records? I have 4 rows with team_group, date, completed_courses, and assigned_courses — I want the analysis on the completed_courses field.","exampleUseCases":[{"title":"HR team training completion analysis","prompt":"I have this quarter's training compliance data for our HR department — about 120 rows with team names, dates, completed_courses, and assigned_courses. Can you normalise the team group strings and compute a weighted mean for completed_courses across all rows?"},{"title":"L&D compliance audit by department","prompt":"We need to audit learning compliance across 5 departments. I'll give you up to 200 rows of records with row_id, team_group, date, assigned_courses, and completed_courses — please normalise the group labels and give me the secondary-measure weighted mean for assigned_courses."},{"title":"Monthly compliance summary for two regions","prompt":"Can you analyse our monthly training compliance data for two regional groups? I have around 80 records with completed and assigned course counts per team — run string normalisation and a weighted mean so I can see how each group is performing."}],"resultDescription":"Two independent analytical reports: (1) a string normalisation report cleaning and standardising team_group label variants across up to 200 rows, and (2) a secondary-measure weighted mean computed over the selected field (completed_courses or assigned_courses), both derived locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) cause validation errors","Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure","Null values in the selected numeric field may affect weighted mean calculation","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 training compliance records and need both string normalisation of team/group labels and a weighted mean of a numeric compliance field in a single $0.01 call. Ideal for HR, L&D, or operations teams doing offline batch analysis without requiring live data lookups, external predictions, or professional assessments.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:54.574Z","isFirstParty":false,"canonicalSlug":"training-compliance-string-normalisation-secondary-measure-weighted-e4ec952b"}