Comparing salaries
Exploratory data analysis is a crucial step in generating hypotheses!
You've had an idea you'd like to explore—do data professionals get paid more in the USA than they do in Great Britain?
You'll need to subset the data by "Employee_Location" and produce a plot displaying the average salary between the two groups.
The salaries DataFrame has been imported as a pandas DataFrame.
pandas has been imported as pd, maplotlib.pyplot as plt and seaborn as sns.
Questo esercizio fa parte del corso
Exploratory Data Analysis in Python
Istruzioni dell'esercizio
- Filter
salarieswhere"Employee_Location"is"US"or"GB", saving asusa_and_gb. - Use
usa_and_gbto create a barplot visualizing"Salary_USD"against"Employee_Location".
Esercizio pratico interattivo
Prova a risolvere questo esercizio completando il codice di esempio.
# Filter for employees in the US or GB
usa_and_gb = salaries[____["____"].____(["____", "____"])]
# Create a barplot of salaries by location
sns.____(data=____, x="____", y="____")
plt.show()