{"uid":"cap_cwZCtpTNycr_XE1MfOMOB","slug":"tutoring-sessions-record-quality-audit-and-numeric-interval-filter-00f95b61","name":"Tutoring Sessions Record Quality Audit and Numeric Interval Filter","description":"Tutoring sessions — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter 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-16-008?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_8X7ZoJ0YRwqifpdmDc9Cw","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 filters rows by numeric interval for tutoring session records containing session_minutes and session_count fields, returning two independent analytical reports.","exampleAgentPrompt":"Can you audit the quality of these tutoring session records and also flag any rows where session_minutes falls outside 0 to 100? I have 4 rows: row-1 group-a 2026-10-01 10 min 1 session, row-2 group-b 2026-10-02 20 min 2 sessions, row-3 group-a 2026-10-03 15 min 3 sessions, row-4 group-b 2026-10-04 30 min 4 sessions.","exampleUseCases":[{"title":"Validate uploaded tutoring session CSV","prompt":"I just uploaded a batch of tutoring session records — can you run a quality audit on them and filter out any rows where session_minutes is outside the range 0 to 60? Here are the rows: row-1, group-a, 2026-10-01, 45 minutes, 2 sessions; row-2, group-b, 2026-10-02, 120 minutes, 1 session; row-3, group-a, 2026-10-03, 30 minutes, 3 sessions."},{"title":"Flag abnormal session counts for review","prompt":"Check these tutoring records for data quality issues and also flag any rows where session_count falls outside 1 to 10: row-1 group-math 2026-09-01 count 5 minutes 50, row-2 group-science 2026-09-02 count 0 minutes 0, row-3 group-math 2026-09-03 count 15 minutes 75, row-4 group-english 2026-09-04 count 3 minutes 40."},{"title":"Pre-reporting data hygiene check","prompt":"Before I generate my monthly education report, can you audit the quality of these 5 tutoring session rows and filter session_minutes to only those between 10 and 90? Rows: row-1 group-a 2026-11-01 20min 1session, row-2 group-b 2026-11-02 5min 2sessions, row-3 group-c 2026-11-03 60min 1session, row-4 group-a 2026-11-04 95min 3sessions, row-5 group-b 2026-11-05 45min 2sessions."}],"resultDescription":"Two independent analytical reports: (1) a record quality audit identifying missing values, format issues, or anomalies in the supplied tutoring session rows; and (2) a numeric interval filter report listing which rows fall within or outside the specified minimum-maximum range for the chosen field (session_minutes or session_count). Results are derived entirely from the supplied data with no external lookups.","failureModes":["Empty rows array or missing required fields (row_id, date, course_group) causes validation error","More than 200 rows submitted exceeds the row limit and will be rejected","Invalid date format (not YYYY-MM-DD) causes schema rejection","Minimum value greater than maximum value may produce empty filter results","Numeric values outside allowed bounds (-1e12 to 1e12) are rejected by schema","Payment failure via x402 protocol prevents execution"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a numeric range filter on tutoring session records (session_minutes or session_count) in a single low-cost call. It is ideal for pre-processing education datasets before reporting, detecting anomalies or missing values in session logs, and filtering records to a valid operational range — all without sending data to an external AI model or live lookup service. Best suited for batches up to 200 rows where offline analytical processing is sufficient.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:06.812Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-record-quality-audit-and-numeric-interval-filter-00f95b61"}