Uber’s studies reporting earnings net of Uber’s fees. Other expenses, which absolutely include insurance, are part of the expenses estimated here and elsewhere at roughly $3.50 per hour. Uber’s not going to share their raw data with the world, but their academic partnerships address your concerns.