An interactive, multi-page analytics dashboard built with Streamlit, designed to analyze employee data, identify risk factors, evaluate performance, and generate personalized reports.
This project enables HR teams or managers to:
- Monitor employee performance and satisfaction
- Predict risks like attrition or poor productivity
- Generate PDF-based evaluation reports
- Visualize department-wise insights
- Perform custom evaluations for new or existing employees
- Weighted Scoring System: Calculates a custom
Productivity_Scoreusing a formula that includes training hours, performance scores, and more. - Rule-Based Evaluation: Flags employees for resignation risk, promotion eligibility, or training needs using logical conditions.
- Dynamic Report Generation: Generates downloadable PDF evaluations based on current inputs.
- Session State Tracking: Uses Streamlit session state to store user inputs temporarily.
- Data Visualizations: Interactive charts powered by Plotly for insights by department and employee level.
- 📈 KPI dashboard: Top performers, underperformers, key metrics
- 🧑💼 Employee profile lookup and analysis
- 📝 Add new evaluation with live recommendations
- 📄 Generate printable PDF performance reports
- 📉 Department-wise comparison charts (bar/pie)
- 📧 Email alert generation using pre-filled
mailto:links
https://www.kaggle.com/datasets/mexwell/employee-performance-and-productivity-data/data Extended_Employee_Performance_and_Productivity_Data.csv