Detecting problems with the model
If outliers or curvature are present in a data set, they are often visible in a scatterplot of the response against the explanatory variable. However these features are usually clearer if the residuals are plotted against X rather than the original response.
Plot residuals against X to look for problems in the model
Atmospheric pressure and boiling point