Histogram: Distribution of Employee Satisfaction
The majority of employees have a moderate level of satisfaction and
above, as seen in the concentration around the middle and the end of the
satisfaction scale (>0.5).
Box Plot: Last Evaluation Scores
The box plot reveals that most employees have evaluation scores
around 0.7, with a few outliers at both ends.
Comparative Box Plot: Monthly Hours by Department
The monthly average hours is between 150 and 250, averaging around
200 hours across all departments.
Pie Chart of Frequencies:
The pie chart reveals that employees with lower salaries are more
likely to leave the company, which may indicate a link between low
compensation and higher turnover rates.
Bar Plot of Averages: Average Satisfaction by Department
Average satisfaction is relatively the same across departments,
hovering around 0.6 satisfaction level.