Someone has written a book entitled I Hate Myself and Want to Die: The 52 Most Depressing Songs You've Ever Heard. There's a review of the book here.
The list of depressing songs includes "One" by Metallica and "Seasons in the Sun" by I don't know who. The #1 most depressing song? The Christmas Shoes. I feel so validated.