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Choosing a hypothesis

You've seen how visualizations can be used to generate hypotheses, making them a crucial part of exploratory data analysis!

In this exercise, you'll generate a bar plot to inspect how salaries differ based on company size and employment status. For reference, there are four values:

Value Meaning
CT Contractor
FL Freelance
PT Part-time
FT Full-time

pandas has been imported as pd, matplotlib.pyplot as plt, seaborn as sns, and the salaries dataset as a pandas DataFrame called salaries.

This exercise is part of the course

Exploratory Data Analysis in Python

View Course

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Create a bar plot of salary versus company size, factoring in employment status
sns.____(data=____, x="____", y="____", hue="____")
plt.show()
Edit and Run Code