Scandalousity is just a longer and sassier way of saying scandalous. It gives a better understanding that you are not taking the situation seriously. (It can also be used to replace the word scandal)
" I heard the teacher has been sleeping with her students"
" oh my gosh *gasps* the scandalousity"