{"uid":"cap_muXGoIsl7zzRCymMoXMjw","slug":"tutoring-sessions-record-quality-audit-and-numeric-row-ordering-3d3ab16e","name":"Tutoring Sessions Record Quality Audit and Numeric Row Ordering","description":"Tutoring sessions — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering 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-16-007?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_pshZfpBl8Yki5XSG700Vj","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":"Audits data quality and sorts rows numerically for tutoring session records containing session_minutes and session_count fields, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and numeric row ordering on my tutoring session data — I have 4 rows for groups A and B from October 2026, and I want the analysis done on the session_minutes field?","exampleUseCases":[{"title":"Auditing online tutoring platform logs","prompt":"I have a week's worth of tutoring session records for two course groups — can you check them for data quality issues and rank all the rows by session_minutes so I can see which sessions were longest?"},{"title":"Validating session count data before reporting","prompt":"Before I submit my monthly education report, can you audit the quality of these 50 tutoring session rows and order them by session_count so I can spot anomalies?"},{"title":"Cleaning up imported session data","prompt":"I just imported tutoring session records from our LMS and I'm worried some rows have bad values — run a quality audit on these records and sort them numerically by session_minutes so I can review the worst ones first."}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying issues such as missing values, out-of-range numbers, or malformed dates in the tutoring session rows, and (2) a numeric row ordering report that ranks rows by the selected field (session_minutes or session_count). Both reports are generated locally without external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, session_minutes, session_count) — validation error","Invalid date format (non-YYYY-MM-DD) — schema validation failure","Field selector not one of 'session_minutes' or 'session_count' — enum validation error","Empty rows array — minimum items constraint violation","Payment not included or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and numeric row ordering on tutoring session records in a single low-cost call. It is ideal for small-to-medium datasets (up to 200 rows) where you want to validate data integrity and sort rows by a numeric session field simultaneously, without needing live predictions, external enrichment, or professional assessment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-05T00:40:43.609Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-record-quality-audit-and-numeric-row-ordering-3d3ab16e"}