Interview question: How to deal with missing values in a dataset?

When I am working on a dataset one of the first things that I do is to check for missing values. It is important that missing values are dealt with because the model will not work if there are any missing values in the dataset.

Missing values are important because, depending on the type, they can sometimes bias the results of an analysis or prediction…