{"uid":"cap_DRk3HqfZjFoYcqMTj345c","slug":"training-assessments-record-quality-audit-date-by-category-pivot-1efe65c3","name":"Training Assessments — Record Quality Audit + Date by Category Pivot","description":"Training assessments — Record quality audit + Date by category pivot: Record quality audit + Date by category pivot 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-11-017?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_VFYVOCZw5RLh46bUbZOD_","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":"Runs two local analytical reports on training assessment data: a record quality audit and a date-by-category pivot for pre_score or post_score values.","exampleAgentPrompt":"Run a record quality audit and date-by-category pivot on these training assessment rows — use pre_score as the metric field — and tell me which records have issues and how scores break down by course group over time.","exampleUseCases":[{"title":"Pre-training data quality check","prompt":"I have a batch of up to 150 training assessment records with pre_score and post_score values. Can you audit the data quality and also pivot pre_score by course group and date so I can see any patterns or gaps before I process them further?"},{"title":"Post-training score trend review","prompt":"After our latest training cohort, I want to review the post_score results. Run a quality audit on these assessment records and give me a date-by-category pivot of post_score broken down by course group."},{"title":"Monthly assessment data validation","prompt":"Here are 80 assessment records from this month across group-a and group-b. Please check for any data quality issues and show me a pivot of pre_score by course group and date so I can report on trends."}],"resultDescription":"Returns two independent reports: (1) a record quality audit flagging issues such as missing values, out-of-range scores, or malformed dates across up to 200 rows; and (2) a date-by-category pivot table summarizing the selected score field (pre_score or post_score) grouped by course_group and date.","failureModes":["Fewer than 1 row provided — returns validation error","More than 200 rows submitted — exceeds row limit, request rejected","Invalid date format (not YYYY-MM-DD) — row fails schema validation","Missing required fields (row_id, course_group, date, pre_score, post_score) — schema rejection","Invalid field enum value (not pre_score or post_score) — request rejected","Null scores handled but may reduce pivot completeness"],"whenToPreferThis":"Choose this endpoint when you have up to 200 training assessment records with pre/post scores and need both a data quality audit and a date-by-category pivot in a single low-cost call. It is ideal for educational analytics pipelines that require data validation before downstream reporting, and when no external data lookup, prediction, or live enrichment is needed — only local analytical computation on supplied rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:49:04.668Z","isFirstParty":false,"canonicalSlug":"training-assessments-record-quality-audit-date-by-category-pivot-1efe65c3"}