EffBee Analyser is a multi platform program that allows you to easily analyse your personal Facebook information.
Glad you asked! EffBee is a downloadable program that takes as an input your Facebook archive, and produces a set of great visualisations that you can browse at your leisure. It was created as a masters project by James Paterson, which aimed to explore the ways that access to visualisations like this can affect social behaviour. Here's a quick list of the things that it can do:
Precompiled binaries (read: installers) are available to download from here, and the links are at the bottom and top of this page. I'm providing binaries for Windows and Mac. If you don't trust my downloads (fair enough), then you can compile it yourself - It's open source! Instructions for doing so are on the Github page for the project. You can also download the installers from there as well.
You'll also need to have a copy of your Facebook data, which is pretty easy to get. Instructions are provided below if you're unfamiliar. Important things: It needs to be JSON format. Any media quality will do, and make sure you include the whole archive.