House_price_Top_featuresvsSalePrice.py

# Top features and SalePrice
numeric_cols = ['GrLivArea','GarageArea','TotalBsmtSF','1stFlrSF','YearBuilt']
nominal_cols = ['OverallQual','GarageCars','FullBath','TotRmsAbvGrd']

fig,ax=plt.subplots(nrows=9,ncols=1,figsize=(6,30))
for i in range(len(top_features)):    

    ax[i].scatter(x=train[top_features[i]], y=train['SalePrice'])
    ax[i].set_xlabel('%s'%(top_features[i]))
    ax[i].set_ylabel('SalePrice')

plt.tight_layout()
plt.savefig('./Top_featuresvsSalePrice.jpg',dpi=300,bbox_inches='tight')
plt.show();

Hi,

I am getting this error while running this code.
KeyError: 0.7909816005838047

and if I replace 5th line of code to this <ax[i].scatter(x=top_features[i], y=train['SalePrice'])> getting error of ValueError: x and y must be the same size