Seaborn distplot Deprecated: Migrate to displot or histplot

This warning message indicates that the 'distplot' function in Seaborn is deprecated and will be removed in future versions of Seaborn. You should use either 'displot' or 'histplot' instead.

In the code snippet 'sns.distplot(data['LSTAT'], bins=20, kde=True)', 'distplot' creates a histogram of the 'LSTAT' column in the 'data' dataframe, using 20 bins and a kernel density estimate.

To update your code, replace 'distplot' with either 'displot' or 'histplot':

Using 'displot':

sns.displot(data['LSTAT'], bins=20, kde=True)

Using 'histplot':

sns.histplot(data['LSTAT'], bins=20, kde=True)

Refer to the guide linked in the warning message for detailed information on how to use the new functions: https://gist.github.com/mwaskom/de44147ed2974457ad6372750bbe5751