Well, the south and west parts of the state are reliably conservative. The north part was, too, until comparatively recently. That change corresponds to a massive influx of residents, and a massive rise in average incomes - and the latter corresponds closely with massive rises in income in DC itself and in the surrounding counties in Maryland.
Either Virginia isn't a swing state, or else the influx has made it one. Those are the choices. Your call.