{"uid":"cap_1qQip4cMoIeTPQqRLlN1p","slug":"training-compliance-exact-row-deduplication-two-measure-correlation-366b0ca6","name":"Training Compliance: Exact Row Deduplication + Two-Measure Correlation","description":"Training compliance — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation 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-10-050?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_UnnTLRrDSrR5JLV-4u0eg","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 correlation between completed_courses and assigned_courses across up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"I have 150 rows of training compliance data for our teams — each row has a team group, date, completed courses count, and assigned courses count. Can you deduplicate the exact duplicate rows and run a correlation between completed_courses and assigned_courses across all records?","exampleUseCases":[{"title":"HR team training audit deduplication","prompt":"Here's our Q3 training compliance export with 180 rows across 6 team groups — can you strip out any exact duplicate rows and tell me how strongly the number of completed courses correlates with assigned courses?"},{"title":"L&D compliance correlation check","prompt":"I need to analyze whether teams that are assigned more courses actually complete more of them. I have 95 rows of compliance records with team_group, date, completed_courses, and assigned_courses — please deduplicate and run the two-measure correlation."},{"title":"Quarterly training data cleanup","prompt":"Our training system exported 200 rows of compliance records but I suspect there are duplicate entries. Can you deduplicate them exactly and give me a correlation report between assigned and completed courses by team group?"}],"resultDescription":"Two analytical reports: (1) a deduplication report identifying and removing exact duplicate rows from the submitted training compliance records, and (2) a correlation report quantifying the statistical relationship between completed_courses and assigned_courses values across the cleaned dataset. Results are derived entirely from the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted — rejected by minItems constraint","Row missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — validation error","More than 200 rows submitted — rejected by maxItems constraint","Date field not matching YYYY-MM-DD pattern — schema validation failure","Non-numeric or out-of-range values for completed_courses or assigned_courses — validation error","All rows are identical — deduplication returns a single row, correlation may be undefined"],"whenToPreferThis":"Choose this endpoint when you have up to 200 training compliance records and need both exact duplicate removal and a statistical correlation between two numeric measures (completed_courses vs assigned_courses) in a single low-cost call. It is ideal for HR or L&D teams doing periodic data quality checks without needing live lookups, predictions, or professional assessment. Prefer it over general-purpose analytics tools when the dataset is small and the specific combination of deduplication plus two-measure correlation is needed cost-effectively at $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T12:41:53.865Z","isFirstParty":false,"canonicalSlug":"training-compliance-exact-row-deduplication-two-measure-correlation-366b0ca6"}