{"uid":"cap_0fjxpMyM2Na5j3QQ3dRCN","slug":"training-assessments-duplicate-key-report-and-category-frequencies-1e815a91","name":"Training Assessments Duplicate Key Report and Category Frequencies","description":"Training assessments — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies 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-11-057?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}}},"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_MFCwjT1OIRcquffjZwjHL","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 assessment records to produce a duplicate key report and category frequency counts for pre_score and post_score fields across course groups.","exampleAgentPrompt":"Check my training assessment records for duplicate row IDs and give me a frequency count by course group — here are up to 200 rows with row_id, course_group, date, pre_score, and post_score fields.","exampleUseCases":[{"title":"Data quality check before LMS import","prompt":"Before I import these 150 training assessment records into our LMS, can you scan them for duplicate row IDs and also tell me how many records fall into each course group? I have row_id, course_group, date, pre_score, and post_score for each row."},{"title":"Course group distribution summary","prompt":"I have a batch of assessment results from our onboarding program — can you tell me how frequently each course group appears across all the records and flag any rows that share a duplicate key? There are about 80 rows with pre and post scores."},{"title":"Post-training audit for duplicate entries","prompt":"We ran a post-training evaluation and I think some entries got submitted twice. Can you run a duplicate key report on these assessment rows and also break down how many records we have per course group? I'll give you the row_id, date, course_group, pre_score, and post_score for each record."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_ids that appear more than once in the submitted records, and (2) category frequency counts showing how many rows belong to each distinct course_group value. Covers up to 200 input rows per call with no external lookups or predictions.","failureModes":["Missing required fields (row_id, course_group, date, pre_score, post_score) causes validation error","Exceeding 200 rows returns an error due to maxItems constraint","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","Empty rows array (minItems: 1 not met) causes rejection","Non-numeric values in pre_score or post_score fields cause type errors"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local data quality checks on training assessment records — specifically duplicate key detection and category frequency analysis — without sending data to external prediction or lookup services. Best for small-to-medium batches (up to 200 rows) of pre/post score assessment data organized by course group, especially when you want both reports in a single low-cost call ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T12:53:10.044Z","isFirstParty":false,"canonicalSlug":"training-assessments-duplicate-key-report-and-category-frequencies-1e815a91"}