I don't know why it got more popular, but I don't get the appeal. I know it was used in the past, but it almost seems like a nickname for a flighty person or someone bird-brained. It probably will get more popular though. I'd rather use
Indie, because I see no appeal in
Birdie at all, but I definitely would never consider using either.