DATA & SMART ANALYTICS
Student Attendance Analytics
Analyse attendance patterns by class, month and student and flag low-attendance risk.
LevelCollege / Intermediate
Duration3 Weeks
Components₹500–₹1,500 CodingLow
Project overview
Analyse attendance patterns by class, month and student and flag low-attendance risk.
Analyse attendance patterns by class, month and student and flag low-attendance risk.
Components / materials required
✓Laptop
✓Excel/Power BI/Python
✓Attendance dataset
What the project demonstrates
✓Attendance percentage
✓Class comparison
✓Trend charts
✓Risk flags
Suggested build plan
01
Data preparation
Clean attendance records.
02
Metrics
Calculate attendance rates.
03
Visualisation
Build charts and risk views.
Learning outcomes
✓Calculate education KPIs
✓Create filters and trends
✓Present risk indicators