{"uid":"cap_oyt1-u77OCgIU4TT_gZiB","slug":"training-compliance-exact-row-deduplication-secondary-measure-3c250df0","name":"Training Compliance — Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Training compliance — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + 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-10-051?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_Rcc-9N_4WfVg2ERz18_hi","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":"Deduplicates training compliance records and computes a secondary-measure weighted mean for completed_courses and assigned_courses data, producing two analytical reports.","exampleAgentPrompt":"Can you deduplicate my training compliance records and compute a weighted mean for completed_courses? Here are up to 200 rows with row_id, team_group, date, completed_courses, and assigned_courses — I need both the deduplication report and the weighted mean report back.","exampleUseCases":[{"title":"HR compliance audit deduplication","prompt":"I have a list of training records from our HR system with some duplicate rows — can you deduplicate them and compute a weighted mean of completed_courses across our team groups? I'll give you the rows with row_id, team_group, date, completed_courses, and assigned_courses fields."},{"title":"Team training completion rate analysis","prompt":"Can you take these course completion records for group-a and group-b and clean out any exact duplicate rows, then give me a secondary-measure weighted mean for assigned_courses so I can compare training load across teams?"},{"title":"Monthly compliance data cleanup","prompt":"I need to process this month's training compliance export — it has duplicate entries that need to be removed and I want a weighted mean of completed_courses to include in our monthly compliance summary. The data has about 150 rows with row_id, team_group, date, and course counts."}],"resultDescription":"Two analytical reports: (1) the dataset after exact row deduplication, and (2) a secondary-measure weighted mean computed over the specified field (completed_courses or assigned_courses), both derived from the supplied training compliance rows.","failureModes":["Input exceeds 200 row limit — request rejected","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure","Numeric values out of allowed range (±1,000,000,000,000) — rejected","Empty rows array — minimum 1 item required"],"whenToPreferThis":"Choose this endpoint when you need to clean duplicate training compliance records and compute a weighted average metric (completed_courses or assigned_courses) in a single low-cost call. It is ideal for batch processing up to 200 HR/LMS records offline without any external lookups or live data dependencies. Prefer it over manual processing or general-purpose analytics tools when you need a deterministic, reproducible two-report output at minimal cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:43.265Z","isFirstParty":false,"canonicalSlug":"training-compliance-exact-row-deduplication-secondary-measure-3c250df0"}