{"uid":"cap_VskEyUUteauJO2mkRCfPI","slug":"tutoring-sessions-record-quality-audit-grouped-numeric-summary-47e692d9","name":"Tutoring Sessions — Record Quality Audit + Grouped Numeric Summary","description":"Tutoring sessions — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied tutoring sessions records (session_minutes, session_count). 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-16-005?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","session_minutes","session_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"session_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"session_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","session_count":1,"session_minutes":10},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","session_count":2,"session_minutes":20},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","session_count":3,"session_minutes":15},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","session_count":4,"session_minutes":30}],"maxItems":200,"minItems":1},"field":{"enum":["session_minutes","session_count"],"type":"string","default":"session_minutes"}}},"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_rTpSAgFY7fXuVEIgS0pS5","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 tutoring session data: a record quality audit and a grouped numeric summary for session_minutes or session_count, covering up to 200 rows.","exampleAgentPrompt":"Can you audit the quality of these 50 tutoring session records and also give me a grouped numeric summary of session_minutes by course group? Here are the rows with row_id, course_group, date, session_minutes, and session_count fields.","exampleUseCases":[{"title":"Course group performance audit","prompt":"I have 120 tutoring session records across several course groups — can you run a record quality audit on them and give me a grouped summary of session_minutes so I can see which groups have the most tutoring time?"},{"title":"Data cleaning before reporting","prompt":"Before I submit my monthly education report, can you check these 80 tutoring session rows for any quality issues and summarize the session_count by course group so I can spot anomalies?"},{"title":"Weekly session analytics for admin","prompt":"Here are this week's tutoring session logs — 40 rows with date, course_group, session_minutes, and session_count. Please audit the record quality and give me a grouped numeric breakdown of session_count by course group."}],"resultDescription":"Returns two reports: (1) a record quality audit flagging issues such as missing values, out-of-range numbers, or malformed dates across the submitted rows; and (2) a grouped numeric summary aggregating the selected field (session_minutes or session_count) by course_group. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, course_group, date, session_minutes, session_count) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Field enum value not one of session_minutes or session_count causes error","Empty rows array rejected due to minItems:1 constraint","Payment of 0.01 USDC not included or fails — request not processed"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a grouped numeric summary for tutoring session records in a single call, without requiring live data lookups, predictions, or external integrations. Ideal for education data pipelines, reporting workflows, or pre-submission validation where up to 200 rows need two bundled analytical reports cheaply at $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:58.674Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-record-quality-audit-grouped-numeric-summary-47e692d9"}