I ride my bike pretty much every single day. There should be a bike lane between the street and the sidewalk for you, but if you don't have one, just ride on the sidewalk. It's completely fine if there is no one near you walking. Never ride in the street, that's just dumb. Cars will see you, maybe not the bike, but definately you.