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Figure 7: Teacher's Platform Time Allocation by ToolNotes: The x-axis shows SchoolAI's main features, and the y-axis indicates the percentage of teachers' platform time spent on each feature.Usage is measured by summing up usage "runs"—continuous periods during which a teacher interacts with a single feature before switchingto another or ending their session for the day. To avoid skewed results, we remove outlier runs (those ± 2 standard deviations away from thefeature's average duration) and drop each teacher's final run of the day since its actual end time is unknown (unless it was their only run ofthe day). 'Other' refers to user activity that we were not able to classify under one of the main SchoolAI features.