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.
Latihan ini adalah bagian dari kursus
Exploratory Data Analysis in Python
Petunjuk latihan
- 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".
Latihan interaktif praktis
Cobalah latihan ini dengan menyelesaikan kode contoh berikut.
# 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()