How do you determine what weight punching bag is best for you?

I'm around 5'4", and somewhere between 110-120 pounds. How heavy should a punching bag be that I purchase? I've seen 50 lbs, 80 lbs, 95 lbs, 100 lbs.. I don't know what to go with. :P
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