Exploring feature distributions
You saw in the video that the 'Account_Length'
feature was normally distributed. Let's now visualize the distributions of the following features using seaborn
's distribution plot:
'Day_Mins'
'Eve_Mins'
'Night_Mins'
'Intl_Mins'
To create a feature's distribution plot, pass it in as an argument to sns.distplot()
. The Telco dataset is available to you as a DataFrame called telco
.
This exercise is part of the course
Marketing Analytics: Predicting Customer Churn in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Import matplotlib and seaborn
import matplotlib.pyplot as plt
import seaborn as sns
# Visualize the distribution of 'Day_Mins'
# Display the plot
plt.show()