DC is one of those places that is really on the border of not getting snow with any regularity.
In today’s climate DC is like the Seattle area, though not quite as bad. It has snowfall microclimates around the area, and many years see little or no snow at all, but when it does occasionally snow it can be substantial yet the amounts vary depending on what part of the metro area you are in.