To find the biggest directories on your Linux system, in the example below, your home directory as indicated by the tilde, in Terminal type:
du -a ~ | sort -n -r | head -n 25
This will list the 25 biggest directories in home.
Reference: http://www.unixmen.com/how-to-find-large-files-and-directories-in-linux/