The histogram shows that a significant number of employees have very low satisfaction levels, suggesting widespread dissatisfaction. There is also a smaller peak at the high end, indicating a group of highly satisfied employees, but the distribution is skewed towards lower satisfaction.
The box plot of last evaluation scores indicates that most employees receive mid-to-high evaluations, with a few outliers on both ends. The presence of a tightly clustered interquartile range suggests that evaluations are relatively consistent across employees.
The comparative box plot reveals that certain departments, such as IT and R&D, tend to have higher median working hours compared to others. Some departments also show a wider spread of working hours, possibly indicating inconsistent workload distribution.
The pie chart demonstrates that employees with lower salaries have the highest attrition rates, while those with higher salaries are significantly less likely to leave. This suggests a strong relationship between salary and employee retention, with higher pay potentially acting as a key retention factor.
The bar plot indicates noticeable similarities in satisfaction levels among departments. This suggests that job roles and workplace conditions may significantly impact employee morale.