There are a few ways to clean oil off of wood flooring. One way is to use a vacuum cleaner with the hose attachment to suck the oil up into the vacuum cleaner. Another way is to use a bucket and pour water onto the floor and then use a cloth or paper towel to try and get all of the oil off.