Birds of prey in urban areas are more comon than most people think. Some of them will stake out bird feeders just waiting for "dumb", "slow" and well fed city birds. You'll sometimes hear stories of small dogs and cats being taken as well, I've not seen it, but like all urban legends it has enough reason to be belivable. Keep your camera and binocs by the window.