What is this book about a young girl in the great depression called?

I read this book when I was in 7th grade about a young girl who pretends to be a boy and rides on a train with hobos during the great depression and eventually gets adopted by a rich man? I can't think of any other details but it was a really awesome book. If anyone can help me that would be great!