Hugely Bloated iPhoto Library

The Hard disk on my iMac crashed recently but I wasn't too worried as my iPhoto library was on an external drive. I got a new iMac and went through the process to transfer the entire library from the external drive to the new iMac. The end result is that (1) a lot of photos never seem to have made the transfer and (2) the iPhoto library has doubled in size! I am not at all sure what has happened. I then used iPhoto Library Manager to try to synch that library with the identical one on my MacBook, but no joy.
I have had to transfer missing photos manually which of course is making iPhoto bigger and bigger. It is now over 400G. Is there a possibility that there are several sets of duplicates in there that are not showing up? So, would it be worth my while to try Duplicate Annihilator?
Any help would be much appreciated!

Hi. I'll try to answer your questions adequately.
I did transfer the library properly, as you describe.
The library which is on my MacBook (and therefore should be identical) has about 47,000 photos and is 164G in size. The library on my iMac lays claim to only 35,583 photos and says it's 146GB. But if I click info on the iPhoto library icon (which is on my desktop), it says it's 440.63GB. So, what on earth is the reamining ±300GB?
Even more bizarre is that when I open iPhoto and click on Photos, the bar at the top says 71,521 items. but if I click on info, it tells me there are 35,583 photos.
I have indeed empted the trash except that it claims that there are still more than 790 photos in there, which do not show and cannot be emptied.
If I hold the option key and launch what was the original library on my external drive, it comes up as having 45,872 items, but only 10,0023 photos for 34.8GB, although the info on the library file yields 297.96GB.
I really have no idea what is going on. The only library that seems to be working normally is the one on my MacBook (that runs Snow Leopard).
Thanks in advance for any help!

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