what you should do is figure out why someone you don't know, to whom you own nothing, is able to make you feel so bad about not giving them anything.
Give money to beggars or don't, give money to charity or don't, give money to random people or don't.
Just figure out why you feel the way you do, I don't think anyone can do that for you.