Predictive Attrition Dashboard

Feature Importance

This bar chart displays the relative importance of the top factors contributing to voluntary attrition, as identified by the random forest model.

Key insight: Tenure and engagement scores were the most significant predictors of attrition risk. Focusing on early‑career employees and those with declining engagement can maximize intervention impact.

Risk Distribution

This bar chart shows the distribution of employees across predicted risk levels.

Note: Sample data for demonstration purposes.
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