How can I use the seaborn box plots for visualizing and comparing the salaries for a particular company?

320    Asked by CarolynBuckland in Data Science , Asked on Mar 12, 2024

 I am currently engaged in a particular task that is related to a data analysis project which includes an investigation of the distribution of employees' salaries across the different departments in a particular company. How can I use the seaborn box plots for visualizing and even comparing the salary distributions among departments? 

Answered by Deepa bhawana

 In the context of data science, you can visualize and compare the salary distributions among various departments by using the technique of seaborn box plots. You can start the process by loading your dataset which contains information about employees' salaries and departments. Then you would need to use the seaborn boxplot function to create a box plot for every department.

Here is an example given in Python programming language by using the seaborn:-

Import seaborn as sns
Import matplotlib.pyplot as plt

# Assuming ‘df’ is your data frame containing employees’ salaries and departments

# The ‘Salary’ column contains the salary information and the ‘Department’ column contains the department information

# Create a box plot using Seaborn

Plt.figure(figsize=(10, 6))
Sns.boxplot(x=’Department’, y=’Salary’, data=df)
Plt.title(‘Salary Distribution Across Departments’)
Plt.xlabel(‘Department’)
Plt.ylabel(‘Salary’)
Plt.xticks(rotation=45) # Rotate x-axis labels for better readability
Plt.grid(True)
Plt.show()

Your Answer

Interviews

Parent Categories