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Overview
198
Total Sessions
Up 15% from last semester
15m 23s
Avg Session Duration
Down 2m (faster resolution)
8m 12s
Avg Wait Time
Down 3m from last semester
Peak Help Times
Heatmap Chart Would Appear Here
Showing help demand by day of week and time of day
Key Insights
- Highest demand: Monday & Wednesday 2:00-4:00 PM (before homework deadlines)
- Lowest demand: Friday mornings and after 6:00 PM
- Recommendation: Consider adding helper coverage on Monday/Wednesday afternoons
Most Common Topics
Based on anonymous topic records — no student identifiers stored
Newton's Laws & Free Body Diagrams
47 sessions (24%)
Kinematics & Motion
38 sessions (19%)
Work, Energy & Power
34 sessions (17%)
Circular Motion & Centripetal Force
29 sessions (15%)
Momentum & Collisions
25 sessions (13%)
Other Topics
25 sessions (13%)
Topic Trends by Week
Line Chart Would Appear Here
Showing topic frequency trends across the semester
| Week | Top Topic | Sessions | Second Topic | Sessions |
|---|---|---|---|---|
| Week 3 | Kinematics | 18 | Vectors | 12 |
| Week 5 | Newton's Laws | 24 | Free Body Diagrams | 15 |
| Week 7 | Circular Motion | 19 | Torque | 14 |
| Week 9 | Work & Energy | 22 | Conservation Laws | 11 |
Help Category Breakdown
Homework
42%
Conceptual Understanding
28%
Lab Report
15%
Exam Prep
10%
Other
5%
Session Statistics
198
Total Sessions This Semester
15m 23s
Average Duration
7%
No-Show Rate
Down from 12% last semester
Sessions by Day of Week
Mon
45 sessions
Tue
34 sessions
Wed
50 sessions
Thu
38 sessions
Fri
31 sessions
Summary & Recommendations
- Newton's Laws account for 24% of all sessions — consider adding a review lecture
- Tuesday/Thursday 2-4pm shows highest demand — ensure adequate helper coverage
- Week 7 saw a 40% spike in help requests — aligns with Exam 2 preparation
- Homework help is the most common category (42%) — consider additional homework office hours
Privacy: All analytics are based on anonymous, de-identified data. No student or helper names are stored or displayed.