{"uid":"cap_MIxfIYqmxw1NbLJ5_KBug","slug":"training-assessments-duplicate-key-report-numeric-distribution-d3efe30c","name":"Training Assessments Duplicate Key Report + Numeric Distribution","description":"Training assessments — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied training assessments records (pre_score, post_score). 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-education-11-055?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","pre_score","post_score"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"pre_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"post_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"course_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","pre_score":10,"post_score":1,"course_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","pre_score":20,"post_score":2,"course_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","pre_score":15,"post_score":3,"course_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","pre_score":30,"post_score":4,"course_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["pre_score","post_score"],"type":"string","default":"pre_score"}}},"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_21gm05-MuJaB64aS6nD6t","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":"Generates a duplicate key report and numeric distribution analysis for training assessment records (pre_score, post_score) on up to 200 supplied rows.","exampleAgentPrompt":"Check my training assessment records for duplicate row IDs and show me the numeric distribution of pre_score — here are up to 200 rows with row_id, course_group, date, pre_score, and post_score fields.","exampleUseCases":[{"title":"Audit LMS export for duplicate entries","prompt":"I exported our LMS training results for Q3 and I want to check if any row IDs are duplicated and see how pre_score values are distributed across the dataset — can you run a duplicate key report and numeric distribution on these assessment records?"},{"title":"Post-training score spread analysis","prompt":"Here are the assessment results from our onboarding cohort with pre and post scores. Can you give me a numeric distribution of the post_score field and flag any duplicate records by row ID so I can clean up the dataset?"},{"title":"Course group data quality check","prompt":"Before I upload these training assessment records to our dashboard, can you check for any duplicate row IDs and show the distribution of pre_score values across the course groups in this file?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values within the submitted training assessment records, and (2) a numeric distribution breakdown for the selected score field (pre_score or post_score), including statistical spread details — all computed locally on the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, course_group, date, pre_score, post_score) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Numeric score values outside the allowed range (-1,000,000,000,000 to 1,000,000,000,000) are rejected","Empty rows array (minItems: 1 violated) returns an error","Invalid field enum value (not pre_score or post_score) causes rejection"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously audit training assessment data for duplicate row keys AND understand the numeric distribution of score fields (pre_score or post_score) in a single low-cost call. It is ideal for e-learning data quality pipelines, LMS export validation, or pre-upload audits where both deduplication checks and score spread analysis are needed on up to 200 rows of supplied data — without requiring any external data sources or live predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T06:48:24.436Z","isFirstParty":false,"canonicalSlug":"training-assessments-duplicate-key-report-numeric-distribution-d3efe30c"}