{"uid":"cap_7KoH6s7g8w2c2qjkXdEf9","slug":"training-assessments-duplicate-key-report-and-keyed-dataset-comparison-51e44098","name":"Training Assessments Duplicate Key Report and Keyed Dataset Comparison","description":"Training assessments — Duplicate key report + Keyed dataset comparison: Duplicate key report + Keyed dataset comparison 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-11-069?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"pre_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"post_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"course_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","pre_score":10,"post_score":1,"course_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","pre_score":20,"post_score":2,"course_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","pre_score":15,"post_score":3,"course_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","pre_score":30,"post_score":4,"course_group":"group-b"}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","pre_score","post_score"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"post_score":2,"course_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","pre_score":17,"post_score":3,"course_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","pre_score":33,"post_score":4,"course_group":"group-b"}],"maxItems":200,"minItems":0}}},"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_CHKlxV98CTi8r91NV8d1A","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 two analytical reports on training assessment records: a duplicate key report and a keyed dataset comparison between two supplied datasets of up to 200 rows each.","exampleAgentPrompt":"Can you check my training assessment records for duplicate row IDs and compare them against an updated version of the dataset? I have two sets of up to 200 rows each, both with fields like row_id, course_group, date, pre_score, and post_score.","exampleUseCases":[{"title":"Audit course assessment uploads for duplicates","prompt":"I just exported two batches of training assessment records from our LMS and I want to check the first batch for any duplicate row IDs — can you run a duplicate key report on rows with fields like row_id, course_group, date, pre_score, and post_score?"},{"title":"Reconcile pre- and post-revision assessment datasets","prompt":"We updated our training assessment scores last week and I need to compare the original dataset against the revised one to see which rows changed — both datasets have row_id, course_group, date, pre_score, and post_score columns and each has fewer than 200 rows."},{"title":"Validate data integrity before database import","prompt":"Before I import our Q4 training assessment records into the database, can you run a duplicate key check and also compare them against last quarter's records to spot any conflicts? Both sets use row_id, course_group, date, pre_score, and post_score fields."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any row_ids that appear more than once within the supplied dataset, and (2) a keyed dataset comparison highlighting rows that differ between the primary dataset and the secondary dataset, matched by row_id. No external lookups or predictions are made; all analysis is performed locally on the supplied data.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, course_group, date, pre_score, post_score) on any row causes validation error","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Empty rows array (minItems: 1 not satisfied) returns an error","Numeric scores outside allowed range cause rejection","Malformed JSON body returns HTTP 400"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously detect duplicate keys and compare two versions of a training assessment dataset in a single API call for a fixed low cost. It is ideal for education platforms, LMS administrators, or data pipelines that regularly ingest pre_score and post_score records and need data quality checks before committing data. Prefer this over general-purpose data tools when working specifically with training assessment schemas (course_group, pre_score, post_score) and when you want both duplicate detection and dataset reconciliation in one shot without spinning up external analytics infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T07:45:53.319Z","isFirstParty":false,"canonicalSlug":"training-assessments-duplicate-key-report-and-keyed-dataset-comparison-51e44098"}