HR Analytics Dashboard | Python (Pandas)

This dashboard helps answer critical HR questions such as:

✔ Which departments have the highest attrition?

✔ How does job satisfaction vary across roles?

✔ What does the workforce demographic structure look like?

✔ How are employees distributed across departments and education levels?

-- Data Preparation

The dataset was cleaned and prepared using Python (Pandas) — handling missing values, correcting data types, and ensuring consistency before visualization.

-- Key Visualizations & Insights

• Employees by Job Title

• Employees by Department

• Employees by Age Distribution

• Employees by Education Level

• Job Role by Job Satisfaction

• Department-wise Attrition Analysis