Where are tags and ratings made in iPhoto on IOS

Hi,

I've done much tagging of photos on iphoto in ipad.  This is from the photostream since most pics are from the iphone.

But when I return to look at the photos on my main computer - the tags and stars disappear.  What's the deal?

Thanks for your help in advance,

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