{"uid":"cap_Vc28rLYRnuciGsQ-frMnx","slug":"learning-resource-usage-record-quality-audit-category-frequencies-aba1cb63","name":"Learning Resource Usage — Record Quality Audit + Category Frequencies","description":"Learning resource usage — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied learning resource usage records (access_count, resource_minutes). 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-12-006?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","access_count","resource_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"access_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"course_group":{"type":"string","default":"","maxLength":80},"resource_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","access_count":10,"course_group":"group-a","resource_minutes":1},{"date":"2026-10-02","row_id":"row-2","access_count":20,"course_group":"group-b","resource_minutes":2},{"date":"2026-10-03","row_id":"row-3","access_count":15,"course_group":"group-a","resource_minutes":3},{"date":"2026-10-04","row_id":"row-4","access_count":30,"course_group":"group-b","resource_minutes":4}],"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_1hWwAnI8topzX0IwWFZFp","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 up to 200 learning resource usage records to produce a record quality audit and category frequency report for course groups.","exampleAgentPrompt":"Can you run a record quality audit and category frequency analysis on my learning resource usage data? I have about 150 rows with fields like course_group, date, access_count, and resource_minutes — here's the dataset.","exampleUseCases":[{"title":"LMS data quality check before reporting","prompt":"I need to audit my learning management system's usage records before sending the monthly report — can you check data quality and show me how frequently each course group appears? Here are my 120 rows with access counts and resource minutes."},{"title":"Course group engagement frequency summary","prompt":"Can you analyze these 80 learning resource usage records and tell me the frequency breakdown by course group, plus flag any data quality issues in the access_count or resource_minutes fields?"},{"title":"Cleaning up elearning access logs","prompt":"I exported our elearning platform access logs for October — about 175 rows with course_group, date, access_count, and resource_minutes. Can you run a quality audit and category frequency report so I know which records have problems and how the groups are distributed?"}],"resultDescription":"Returns two analytical reports: (1) a record quality audit flagging data issues such as nulls, out-of-range values, or formatting problems across the supplied rows, and (2) category frequency counts showing how often each course_group appears in the dataset. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows submitted exceeds the limit and is rejected","Rows missing required fields (row_id, course_group, date, access_count, resource_minutes) cause schema validation failure","Dates not matching YYYY-MM-DD pattern are rejected","Payment of 0.01 USDC not included or rejected causes 402 response"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a course-group category frequency analysis on learning resource usage data in a single call for up to 200 rows. It is ideal for pre-processing or validation pipelines before reporting or downstream analytics on elearning platform data. Prefer this over general-purpose data tools when you specifically need the two-report bundle (quality + frequencies) at low cost without external dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:34:46.757Z","isFirstParty":false,"canonicalSlug":"learning-resource-usage-record-quality-audit-category-frequencies-aba1cb63"}