Is it wrong to be attracted to a woman with an almost 20 year age gap?

A friend of mine who's in her mid twenties basically told me she liked me. I like her personally and am honestly rather attracted to her, but I never actually saw our friendship going any further. I feel bad and pretty guilty for my feelings, though.

Is it wrong to be attracted to a woman with an almost 20 year age gap?
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