Missing iPhoto Comments
That happens when you are not using methods that also moves the metadata file with the photos.

For some reason iPhoto decided not to make it simple to move photos arround or move them out of iPhoto hugging.

I recommend a app called Photoshare that allows you to choose and export all data associated with the photos.