{"uid":"cap_XzvO-vz0WLonKpsqNqllI","slug":"training-compliance-duplicate-key-report-category-frequencies-cb149807","name":"Training Compliance — Duplicate Key Report + Category Frequencies","description":"Training compliance — Duplicate key report + Category frequencies: Duplicate key report + 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-10-057?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_4UG6j4wQw5GVlv9d5fJl3","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":"Analyzes training compliance records to produce a duplicate row_id report and category frequency breakdown for completed_courses and assigned_courses fields, using local analytical engines on up to 200 supplied rows.","exampleAgentPrompt":"Check my training compliance data for duplicate row IDs and give me a frequency breakdown of completed_courses and assigned_courses values — here are my rows: [{\"row_id\":\"r1\",\"team_group\":\"engineering\",\"date\":\"2025-01-15\",\"completed_courses\":5,\"assigned_courses\":8},{\"row_id\":\"r2\",\"team_group\":\"sales\",\"date\":\"2025-01-15\",\"completed_courses\":3,\"assigned_courses\":6},{\"row_id\":\"r1\",\"team_group\":\"engineering\",\"date\":\"2025-01-16\",\"completed_courses\":5,\"assigned_courses\":8}].","exampleUseCases":[{"title":"Audit HR training records for duplicates","prompt":"I just exported our quarterly training compliance data — can you scan these 150 rows for any duplicate row IDs and also tell me how often each completed_courses value appears across teams? Here are the records."},{"title":"Team compliance frequency breakdown","prompt":"I have training records for our sales and engineering teams for Q1 2025 — can you run a frequency analysis on both completed_courses and assigned_courses, and flag any row_ids that show up more than once?"},{"title":"Data quality check before compliance report","prompt":"Before I submit our annual compliance report, please check these training records for any duplicate row keys and give me a category frequency summary for completed and assigned courses so I can spot anomalies."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report listing any row_id values that appear more than once in the submitted dataset, and (2) category frequency tables showing how often each distinct value appears in the completed_courses and assigned_courses fields, based entirely on the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — exceeds maximum batch size","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — schema validation failure","Invalid date format (not YYYY-MM-DD) — pattern validation error","Numeric values outside allowed range (±1,000,000,000,000) — schema rejection","Payment not completed — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you need fast, local data-quality checks on training compliance records specifically — detecting duplicate row identifiers and understanding value distributions for completed_courses and assigned_courses — without sending data to an external prediction or lookup service. Best suited for batches of up to 200 rows at very low cost ($0.01 USDC for both reports). Not suitable if you need real-time course data, predictive analytics, or compliance assessments beyond what the supplied rows contain.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T06:48:23.179Z","isFirstParty":false,"canonicalSlug":"training-compliance-duplicate-key-report-category-frequencies-cb149807"}