Interactive Case Study: AI‑Powered Attrition Model

This dashboard showcases a predictive model trained on synthetic HR data. The scatter plot illustrates employees’ attrition risk against monthly income and job satisfaction. The bar chart ranks feature importance based on model coefficients.

Attrition Risk by Monthly Income & Satisfaction

*Marker size reflects years at company. Points are colored by overtime status.

Key insight: Employees working overtime with low satisfaction and lower income show the highest attrition risk.

Top Feature Importance

*Importance values are normalized absolute coefficients from a logistic regression model.