{"uid":"cap_IRbkmYuA7EzEbG-3ztALQ","slug":"training-assessments-duplicate-key-report-and-adjacent-row-changes-effce07a","name":"Training Assessments Duplicate Key Report and Adjacent Row Changes","description":"Training assessments — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes 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-11-062?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_NOBveqzsDZDDDqQzK6hki","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 (pre_score, post_score) to produce two reports: a duplicate key report and adjacent row changes, for up to 200 rows.","exampleAgentPrompt":"Can you run a duplicate key report and adjacent row changes analysis on my training assessment data? I have rows with row_id, course_group, date, pre_score, and post_score — here are my records: row-1, group-a, 2026-10-01, pre_score 10, post_score 1; row-2, group-b, 2026-10-02, pre_score 20, post_score 2 — and I want to check the pre_score field for duplicates and sequential changes.","exampleUseCases":[{"title":"Audit training dataset for duplicate entries","prompt":"I have 150 rows of employee training assessment records with row IDs, course groups, dates, pre-scores and post-scores — can you run a duplicate key report on the pre_score field to see if any row IDs are repeated?"},{"title":"Spot sequential score shifts between assessment rows","prompt":"Can you analyze my training assessment records and generate an adjacent row changes report for post_score so I can see how scores shifted between consecutive entries? I have about 80 rows with fields like row_id, course_group, date, pre_score, and post_score."},{"title":"Data quality check before course outcome analysis","prompt":"Before I run my course outcome analysis, I need to check my 200-row training assessment dataset for duplicate row IDs and sudden changes between adjacent rows — can you generate both the duplicate key report and the adjacent row changes report for the pre_score field?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows sharing the same key/identifier, and (2) an adjacent row changes report showing value differences between consecutive rows, both computed locally on the supplied training assessment data (pre_score or post_score field) for up to 200 input rows.","failureModes":["Missing required fields (row_id, course_group, date, pre_score, post_score) will cause validation errors","Submitting more than 200 rows will be rejected","Invalid date format (not YYYY-MM-DD) will fail schema validation","Empty rows array will be rejected","Invalid field selector (not 'pre_score' or 'post_score') will cause an error","Payment failure or insufficient USDC balance will block the request"],"whenToPreferThis":"Choose this endpoint when you have training assessment records (with pre/post scores) and need two simultaneous data quality reports — duplicate key detection and adjacent row change analysis — without any external lookup or live data dependencies. It is ideal for batch data auditing workflows before downstream analytics, offering both reports in a single $0.01 call for up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T12:42:11.962Z","isFirstParty":false,"canonicalSlug":"training-assessments-duplicate-key-report-and-adjacent-row-changes-effce07a"}