Single-Day Users
(1 day)
Trial Users
(2-7 days)
Regular Users
(8-49 days)
Power Users
(50+ days)
0%
10%
20%
30%
40%
50%
60%
Student Chatbots
Teacher Productivity Tools
Teacher Chatbot Assistants
Reference Materials
Homepage/Auth
Other
Figure 8
: Teacher's Platform Time Allocation, by Tool and Engagement Level
Notes:
The x-axis groups teachers based on the number of days they were active on SchoolAI, and the y-axis shows how each group
allocated its time on the platform across different features. Usage is measured by summing up usage "runs"—continuous periods during
which a teacher interacts with a single feature before switching to another or ending their session for the day. To avoid skewed results, we
remove outlier runs (those ± 2 standard deviations away from the feature'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 of the day). 'Other' refers to user activity that we were not able to
classify under one of the main SchoolAI features.
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Benjaleivas's interactive graph and data of "Student Chatbots, Teacher Productivity Tools, Teacher Chatbot Assistants, Reference Materials, Homepage/Auth, Other" is a grouped bar chart, showing Student Chatbots, Teacher Productivity Tools, Teacher Chatbot Assistants, Reference Materials, Homepage/Auth, Other. The x-axis shows values from 0 to 0. The y-axis shows values from 0 to 60. This visualization has the following annotations: Figure 8: Teacher's Platform Time Allocation, by Tool and Engagement Level; Notes: The x-axis groups teachers based on the number of days they were active on SchoolAI, and the y-axis shows how each groupallocated its time on the platform across different features. Usage is measured by summing up usage "runs"—continuous periods duringwhich a teacher interacts with a single feature before switching to another or ending their session for the day. To avoid skewed results, weremove outlier runs (those ± 2 standard deviations away from the feature'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 of the day). 'Other' refers to user activity that we were not able toclassify under one of the main SchoolAI features.
