Has anyone ever studied the shutter speed and aperture of common single-use cameras? Is there a general trend such as "400 speed cameras hav 1/125 shutter and about f/8"?

Has anyone had luck re-loading them?

I would like to shoot some slides at the beach but I've swore off taking any of my cameras to the beach, between the sand and the saltwater.