I need a answer?

This is a friends/relationship question I have and it is a girl likes me and I like her the problem is if I get into a relationship with here my friends and everyone else will think that I just am with her for just being in a relationship when I truly like her.

So what should I do?

Go and get in a relationship with her
Leave her alone and not perform possible social suicided?

I don't know what to do please help me
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