Is it possible to see how many times you have played each song?
The best and most complete statistics come from your last.fm account, if you've made one and connected it to your Spotify account (and other media players if you use them).
Sadly for now there are no such detailed statistics available within Spotify, but at the end of each year Spotify releases a general conclusion of your music listening over the past year.
Spotify.me will show you the alltime top track and the recent top track.
Hope this helps!
If you have more questions, let me know :)