{"uid":"cap_q3IwsP86c6aOuNbXARAeE","slug":"tutoring-sessions-record-quality-audit-secondary-measure-weighted-mean-fad16087","name":"Tutoring Sessions — Record Quality Audit + Secondary-Measure Weighted Mean","description":"Tutoring sessions — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean 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 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data quality and computes a weighted mean for tutoring session records (session_minutes or session_count) across up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit and compute a weighted mean for session_minutes on these tutoring session records — I have 4 rows across two course groups (group-a and group-b) from October 2026 and want both reports in one call?","exampleUseCases":[{"title":"Auditing tutoring data completeness","prompt":"I have a CSV of tutoring session logs for this semester with about 150 rows — can you check the data quality and flag any missing or invalid session_minutes values, and also give me a weighted mean for session_minutes?"},{"title":"Comparing session counts across course groups","prompt":"I want to validate the session_count data for my two tutoring groups, group-a and group-b, across 50 records from Q3 — can you run the quality audit and compute the weighted mean for session_count?"},{"title":"Pre-reporting data validation for education analytics","prompt":"Before I submit our monthly tutoring report, can you audit these 80 session records for data quality issues and calculate the weighted mean for session_minutes so I know the numbers are clean?"}],"resultDescription":"Two independent reports: (1) a record quality audit identifying missing values, out-of-range data, or formatting issues per row, and (2) a secondary-measure weighted mean computed over the selected field (session_minutes or session_count) across all supplied rows — both derived locally from the submitted data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, course_group) causes row-level rejection","Invalid date format (non-YYYY-MM-DD) triggers a schema validation error","Null values in both numeric fields may degrade weighted mean computation","Submitting fewer than 1 row returns an error"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a weighted mean computation on tutoring session records in a single API call, without needing live data lookup or external prediction — ideal for pre-reporting validation or batch data hygiene checks on up to 200 education session rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:49:27.164Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-record-quality-audit-secondary-measure-weighted-mean-fad16087"}