Can you collect unemployment if you are still living with your parents?

If you meet the qualifications for unemployment, then you can file for the unemployment benefits. These requirements do not include anything about owning a separate household from your parents. You just have to have lost your job for a reason that is not your fault and there are salary/work time requirements but they vary by state.