One way of doing this is by using VLC. Open the file in question, right click on it in the playlist and you'll see something like this:

I'm on OS X but the idea is the same.

Another way is to open a terminal, navigate to the directory containing the file and do:

file foo.avi

This doesn't provide a great deal of information but it is a start.