Is it ok to remove the pie plate on my bike?

I believe that's what it's known as a pie plate the plastic cicrcular disc that sits behind the cassette,it looks naff,but would it be ok to remove it,I'm wondering if other people remove theirs?Any advice please
My mountain bike is only used for town cycling

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