{"uid":"cap_m4R2u3nHABjSvzkqUPdoC","slug":"training-assessments-string-normalisation-duplicate-key-report-e43a4d07","name":"Training Assessments — String Normalisation + Duplicate Key Report","description":"Training assessments — String normalisation + Duplicate key report: String normalisation + Duplicate key report 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-11-021?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_N-p6mUCLmHkavxVWu97OV","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":"Analyses training assessment records (pre_score, post_score) to produce string normalisation and duplicate key reports for up to 200 rows.","exampleAgentPrompt":"Can you run a string normalisation and duplicate key check on these training assessment records I have — up to 200 rows with row_id, course_group, date, pre_score, and post_score fields — and give me both reports?","exampleUseCases":[{"title":"Pre-training data quality audit","prompt":"I have a batch of up to 150 training assessment rows with row_id, course_group, date, pre_score, and post_score. Can you check them for duplicate keys and normalise any inconsistent string values in the course_group field before I import them?"},{"title":"E-learning platform deduplication check","prompt":"Before I load these 80 assessment records into our LMS, can you run a duplicate row_id check and string normalisation pass on the course_group and date fields so I catch any data entry errors?"},{"title":"Post-training score record cleanup","prompt":"I exported 200 assessment records from our training system — each has a row_id, course_group, date, pre_score, and post_score. Please generate a duplicate key report and string normalisation report so I know what needs fixing."}],"resultDescription":"Two reports are returned: (1) a string normalisation report highlighting inconsistencies or non-standard string values in text fields such as course_group, and (2) a duplicate key report identifying rows sharing the same key identifiers. No external lookups or predictions are made; all analysis is performed locally on the supplied rows.","failureModes":["Batch exceeds 200 rows — request rejected","Missing required fields (row_id, course_group, date, pre_score, post_score) — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure","Score values outside allowed numeric range — rejected","Empty rows array — minimum 1 item required","Payment not provided or insufficient — HTTP 402 response"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously check for duplicate row identifiers and normalise string fields in training assessment data (pre_score, post_score, course_group) for batches up to 200 rows. It is ideal for pre-import data quality checks on e-learning or HR training datasets where no external lookups, predictions, or live data sources are needed. The flat per-call price covers both reports in a single request.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:11.797Z","isFirstParty":false,"canonicalSlug":"training-assessments-string-normalisation-duplicate-key-report-e43a4d07"}