Straighten Multiple photos

So I've spent quite a bit of time trying to figure this out. I have 59 pictures
that I took of a scene for a time-lapse. The issue is that I want to rotate all
of them. Doing it individually would a) be a pain in the ass and b) would not
ensure they stay aligned properly.

So, I need to know how to do this to all of them at the same time. As far as I
know it's possible with elements 6.0. I've read that people say to just
highlight all the photos you want to adjust in the bin and bam, all done. This
doesn't work for me. For straightening or anything else I try to do to multiple
photos.