Purple Wool is used in decoration and can be crafted or obtained by shearing a Purple Sheep. if the sheep is killed it will also drop one Purple Wool. Shearing a purple sheep is the easiest way to obtain it, but killing the sheep will also drop one purple wool.
1 White Wool
1 Purple Dye