{"uid":"cap_1rNiBCq3sltdDm4SL-xPH","slug":"training-compliance-string-normalisation-and-category-frequencies-c488016c","name":"Training Compliance String Normalisation and Category Frequencies","description":"Training compliance — String normalisation + Category frequencies: String normalisation + Category frequencies 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-10-024?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}}},"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_0lXCROjRI6wojiY0sZl7-","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 string fields and computes category-frequency distributions across up to 200 training compliance records (completed_courses, assigned_courses).","exampleAgentPrompt":"I have up to 200 rows of training compliance records with fields like team_group, date, completed_courses, and assigned_courses — can you normalise the string fields and give me the category frequency breakdown across all groups?","exampleUseCases":[{"title":"Team group frequency audit","prompt":"I have a spreadsheet of training records for about 150 employees across different team groups — can you clean up the team_group names and tell me how often each group appears in the data?"},{"title":"Course completion category distribution","prompt":"We track assigned and completed courses per team per day. Can you take these 80 rows of compliance data, normalise any messy string fields, and give me a frequency breakdown by category?"},{"title":"Monthly compliance data cleanup","prompt":"I'm preparing a monthly compliance report and need the team_group strings standardised and a count of how many records fall into each category — here are 120 rows of data for October 2026."}],"resultDescription":"Two analytical reports on the supplied rows: (1) a string normalisation report cleaning and standardising text fields such as team_group, and (2) a category frequency report showing how many records fall into each distinct category value. No external lookups or predictions are included; all analysis is computed locally on the submitted data.","failureModes":["Rows array is empty or missing — validation error returned","More than 200 rows submitted — request rejected with limit exceeded error","Required fields (row_id, team_group, date, completed_courses, assigned_courses) missing from one or more rows — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","completed_courses or assigned_courses values outside allowed numeric range — rejected"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local computation on small-to-medium training compliance datasets (up to 200 rows) and want both string normalisation and category frequency reports in a single low-cost call ($0.01 USDC). It is best suited for HR analytics, compliance audits, and data-cleaning workflows where no live lookups, ML predictions, or external integrations are required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:51.736Z","isFirstParty":false,"canonicalSlug":"training-compliance-string-normalisation-and-category-frequencies-c488016c"}