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Description
Performance metrics
- Overall course completion rates (helps understand the big picture)
- Average scores across assignments (gives context to individual performance)
- Assignment difficulty rankings (helps identify challenging areas)
- Submission timing patterns (understand student work habits)
- Weekly/monthly engagement trends (track participation over time)
- Score distribution visualizations (see how scores spread across the class)
- Progress tracking over time (motivate consistent effort)
Recognition and motivation
- Anonymized top performers list
- Most improved students tracking
- Consistent performers recognition (reward steady progress)
- Achievement badges system (celebrate specific accomplishments)
- Student of the week/month features (spotlight different types of achievement)
- Completion streaks tracking (encourage regular engagement)
Assignments and difficulty
- Common mistake patterns analysis (guide teaching improvements)
- Time investment analysis (understand student effort)
- Question-level difficulty assessment (fine-tune our content)
- Retry/resubmission statistics (track persistence)
Comparative insights
- Cohort comparison
- Module performance comparisons
Visualization ideas
- Interactive charts and graphs (explore the data)
- Assignment difficulty heat maps (visualize challenges)
- Activity calendars (track engagement)
Potential smart features
- Success pattern recognition (share best practices)
- Study time recommendations (optimize learning)
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