Prior to 1983, the day was celebrated only as the Swedish Flag Day (Swedish: Svenska flaggans dag). It was officially named the Swedish National Day by the parliament of Sweden in 1983, and became a public holiday in 2005.
I have to ask uncle Google about why you celebrate that day. Actually it's quite interesting. Tonight after work I will do some more reading about that