How do I clean up my IPhoto Library?

I have over 100,000 photos in my IPhoto Library and with Faces it is totally un manageble. I have perhaps 20% duplicates that I would like to clean up. I have about 325 different faces recognized.
Now my IPhoto seems to be in a permanent loop. Not sure exactly how to start to clean up this mess. I have been using a Mac for about a year and am still not very conversant with Apple vocabulary.
Love the tools available on the mac, but need to learn to use it appropriately. Have installed Aperature, but it is so slow that I almost never use it. Now IPhoto is getting to be the same.
Somehow I need to start over and either divide up my photos into different libraries by time or something to make them manageable.
Please help me!

Welcome to the Apple Discussions.
You can search iPhoto for duplicates using Duplicate Annihilator
You can use iPhoto Library Manager to split a large library into smaller ones. Note at this time there is no way to move faces and places data. However the next version of iPhoto Library Manager (currently in beta) will have this ability. It might be worth waiting a few days.
Noting your comment on the speed of Aperture as well: the largest impact on speed comes from too little RAM and too little HD space. How much of each do you have? Particularly how much Free Space on the HD.
Regards
TD

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    Message was edited by: LarryHN

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