When creating a dataset, if there are values that cannot be retrieved (in the presence of a missing value), how should I record the data?

The missing part should be blank (please write an empty string). This is true for all data types.

Also, if a variable you want to predict is missing, the data in that row is not used to train or evaluate the prediction model.