Histogram: Distribution of Employee Satisfaction

Analysis - A considerable portion of employees have low satisfaction, with their levels falling between 0.1 and 0.11.

Box Plot: Last Evaluation Scores

Analysis - The distribution is slightly skewed towards lower scores, with a mean of 0.56, followed by a cluster around 0.72, and a small group at 0.87, indicating higher satisfaction.

Comparative Box Plot: Monthly Hours by Department

Analysis - With the smallest range, management has the highest median monthly hours.

Pie Chart of Frequencies: Attrition by Salary Level

Analysis - Attrition may seem higher among lower salary employees due to their larger representation.

Bar Plot of Averages: Average Satisfaction by Department

Analysis - Accounting and HR report the lowest satisfaction levels.