Nancy Mace actually said...

Are criminal illegal aliens, the people that break the law coming into our country when they enter in the door illegally, are they counted i...

The answer is yes.

So, when you are doing the Census with folks and asking the question, you are not asking if they are a citizen.

Are illegals counted in the Census? Yes or no.