Snow can be both beautiful and annoying depending on how you look at it. But, if you’re the sad soul who has to shovel the foot of snow in the driveway, then it becomes especially deadly. Researchers studying data from 1990 to 2006 found that 1,647 people died from shoveling snow due to cardiac arrest.