A key difference here; transgender vs transsexual?

we all know that gender is a social logical phenomenon. Everyone is transgender to a certain degree. For example I like to wear short short booty shorts, I like the color pink whatever;

I think the difference is only when one uses weird hormone therapy to try to change their sex?