I'm getting mixed signs, how do I proceed?

Anonymous

There is this girl I barely know from high school and she's confusing the hell out of me. I want to provide full context so the professionals can do their work. The first time we spoke was not long ago at a coffee shop, we were waiting in line and we just talked about teachers, and school stuff and it was chill. Second time we spoke she was sitting at a table when I walked by and she called me over just to tell me I have the appearance of a musical artist as crazy as that sounds. I responded by asking her what she meant by it, and she demonstrated that she was incapable of explaining in the moment. This all sounds strange so far but I was also very confused at this point. Context matters, and the thing about this girl is that she isn't very extroverted or she's just really laser focused on her studies when she's at school. She almost always sits away from the rest of the girls and doesn't talk to anyone. So anyways, after that odd interaction I approached her a couple days later as she was sitting alone working. We talked about school once again and the state of the world, I did have her full attention and she seemed to enjoy the conversation (though she looked slightly nervous or uncomfortable), when I asked about the remark she made earlier that week she said it was a compliment, and the reason she beleives I look this way is due to my hairstyle and clothing. We talked for like 15 minutes then she said that she needed to finish her school work before the day ended which was completely her choice and no teachers were involved. This last part CONFUSES THE HELL OUT OF ME. Why didn't she want to continue talking? The likelihood that she had to finish her school work before the day ended is super low, should could've just taken it for homework! We haven't spoke since.
She is single
Anyway that's a lot to digest but I think every peice of it matters due to how little I know her. Does she like me? Should I approach her again? It feels weird going up to her a second time.

I'm getting mixed signs, how do I proceed?
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