Скачать или смотреть Smart School Attendance System using Python & Streamlit /Automate (teaching & non teaching staff)

School Teachers Attendance
https://school-teachers-attendance-h9...

Strengths:
✅ Clean professional UI with good visual hierarchy
✅ Comprehensive staff database with teaching/non-teaching categories
✅ Session state management for data persistence
✅ Multiple modules (Dashboard, Attendance, Directory, Analytics, Reports)
✅ Error handling for Plotly dependencies
✅ Responsive layout with columns

Improvements Needed:
📌 Add data persistence (save/load to CSV/files)
📌 Implement bulk attendance operations
📌 Add duplicate entry prevention
📌 Include attendance rate calculations
📌 Enhance export functionality (Excel, JSON options)
📌 Add search/filter capabilities
📌 Implement time-out tracking feature
📌 Create notification/alerts system
📌 Improve mobile responsiveness
📌 Add data validation and error handling
📌 Include staff performance metrics
📌 Add leave management functionality
📌 Implement user authentication
📌 Add backup/restore data features

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