Data Science, Factor Analysis, Data, Machine Learning, Statistics.
Putting it in statistical terms, the total number of doors in a house is most likely a redundant feature and doesn’t explain the variance in the data. Ok, no big deal! If the total number of doors in a house is a redundant feature, we can remove it from the dataset. This makes sense in our case,