I agree with Dan, sure looks like oil. I've have had good success with grinding-in kitty litter. The cheap stuff. If you have ever wanted a place to test Clean Crete (sp?), this would be ideal.

John Orr
Low-Pressure Exterior Cleaning
Chesapeake, VA