I've never seen Ponyo, but have seen a few trailers and read reviews. I find the scene where she runs in the water intriguing. It's very eye catching and engaging.
Something also peculiar is the innocence and the message of pollution to the environment. It's a striking film and perfect to watch on Sunday as you did.