plot correlation between dataframe columns seaborn code example

Example 1: seaborn create a correlation matrix

import seaborn as sns
%matplotlib inline

# calculate the correlation matrix
corr = auto_df.corr()

# plot the heatmap
sns.heatmap(corr, 
        xticklabels=corr.columns,
        yticklabels=corr.columns)

Example 2: correlation between two columns pandas

Top15['Citable docs per Capita'].corr(Top15['Energy Supply per Capita'])