{"uid":"cap_6S4hCRqmVr8QtwKHBkNkt","slug":"tutoring-sessions-category-frequencies-keyed-dataset-comparison-881cec58","name":"Tutoring Sessions — Category Frequencies + Keyed Dataset Comparison","description":"Tutoring sessions — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 2 independent reports using shared local analytical engines. 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Can you run a category frequency report on the first dataset and a keyed comparison between the two to show where sessions differ?","exampleUseCases":[{"title":"Semester-over-semester session comparison","prompt":"I have this semester's tutoring session logs and last semester's logs, each with around 150 rows covering course_group, date, session_minutes, and session_count. Can you compare them row by row and also show me how often each course group appears this semester?"},{"title":"Identifying course group engagement patterns","prompt":"Here are 120 tutoring session records from our platform with course_group, session_minutes, and session_count. Can you give me a frequency breakdown by course group and compare them against our target benchmark dataset?"},{"title":"Curriculum pilot vs control group analysis","prompt":"We ran a tutoring pilot for group-a and kept group-b as control — I have two datasets of session records with dates, session_minutes, and session_count for each. Please produce category frequencies for the pilot dataset and a keyed comparison against the control group data."}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how often each course_group appears in the submitted rows dataset, and (2) a keyed dataset comparison report that matches rows by row_id between the two supplied datasets and surfaces differences in session_minutes and session_count values.","failureModes":["Missing required fields (row_id, course_group, date, session_minutes, session_count) causes validation error","Submitting more than 200 rows in either dataset exceeds the row limit","Malformed date strings not matching YYYY-MM-DD pattern are rejected","Empty rows array returns an error","Mismatched row_ids between datasets may result in unmatched rows in the comparison report"],"whenToPreferThis":"Choose this endpoint when you have structured tutoring session data (with session_minutes and session_count) and need both a category frequency breakdown and a row-keyed comparison between two datasets in a single call. It is ideal for education analytics workflows comparing cohorts, time periods, or pilot vs control groups without requiring any external data lookups or live predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:49:57.369Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-category-frequencies-keyed-dataset-comparison-881cec58"}