I wear a black blouse the last time i use my bag, and when i hang my bag i saw black stains all over in it and in the handle of the bag,

PVC is plastic. Just use some sort of plastic friendly cleaner like window cleaner, bleach, hand soap might work too. As long as you rinse and dry it afterwards, it won't streak.