plt.figure(figsize=(10,10))
# Getting the Upper Triangle of the co-relation matrix
corr = train_df.corr()
matrix = np.triu(corr)
sns.heatmap(corr, mask=matrix, annot=True, annot_kws={"size": 8}, cmap="coolwarm", fmt='.1g');