{"uid":"cap_eiL439fp3sgjdUyeVRXlH","slug":"training-compliance-analytics-record-quality-audit-string-12f3d6a8","name":"Training Compliance Analytics — Record Quality Audit + String Normalisation + Two-Measure Correlation","description":"Training compliance — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied training compliance records (completed_courses, assigned_courses). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-operations-10-204?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_YSkYC0mferNEc_mZ3CtXi","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":"Runs three analytical reports on training compliance data (completed_courses, assigned_courses): record quality audit, string normalisation, and correlation between the two measures, for up to 200 rows.","exampleAgentPrompt":"Can you audit these 150 training compliance records for our teams — check data quality, normalise the team group strings, and tell me how correlated completed_courses is with assigned_courses across all rows?","exampleUseCases":[{"title":"HR team compliance data audit","prompt":"I have 80 rows of training compliance data with team groups, dates, completed_courses and assigned_courses — can you run a quality audit, normalise the team group strings, and check how correlated completions are with assignments?"},{"title":"Detect data issues before compliance report","prompt":"Before I submit the quarterly compliance report, can you audit these 200 training records for quality problems, clean up any inconsistent team group names, and compute the correlation between assigned and completed courses?"},{"title":"Validate new training dataset from HR system","prompt":"We just exported training compliance data from our HR system — 120 rows with completed_courses and assigned_courses per team. Can you check the record quality, normalise the strings, and tell me if there's a meaningful correlation between the two metrics?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging null, out-of-range, or malformed values per row; (2) a string normalisation report standardising team_group and other string fields; (3) a two-measure correlation analysis between completed_courses and assigned_courses across all supplied rows. All computed locally with no external lookups or predictions.","failureModes":["Fewer than 1 row supplied — minimum 1 row required","More than 200 rows supplied — maximum is 200 rows per call","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) in any row","Date field not matching YYYY-MM-DD format — rejected by pattern validation","Numeric values for completed_courses or assigned_courses outside allowed range (±1,000,000,000,000)","Malformed JSON body — request rejected"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports — quality audit, string normalisation, and correlation — on training compliance records (completed_courses, assigned_courses) in a single low-cost call. Ideal for HR or L&D teams that want to validate and characterise a batch of up to 200 compliance records without connecting to any external system. Not suitable for real-time lookups, predictions, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:44.442Z","isFirstParty":false,"canonicalSlug":"training-compliance-analytics-record-quality-audit-string-12f3d6a8"}