You know the joke when a bunch of women are pregnant: Must be something in the water. That may actually be true about pimples. Hard water (i.e., with a high concentration of minerals) doesn't rinse away soap as effectively, and the leftover residue can clog pores, Dr. Bank says. Result? Bumps of the nonbaby variety.