Start with blue food coloring
Add red food coloring a little at a time
Mix until the color turns purple
If it looks too blue, add more red
If it looks too red, add more blue
Use equal small amounts of red and blue for a basic purple
Add a tiny bit of black or brown only if you want a darker purple