Is it normal to get feelings towards someone who puts effort in with you?

I've never had a girlfriend, and because of this, I find that in the past and currently when girls are nice to me and talk with me that I start to get some sort of feelings towards them.
I worry that these feelings are simply out of loneliness rather than true feelings for someone.
Is it normal to get feelings towards someone who puts effort in with you?
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