1. Open the terminal application
2. Login as root user using the sudo -i command
3. Type du -a /dir/ | sort -n -r | head -n 20
4. du will estimate file space usage
5. sort will sort out the output of du command
6. head will only show top 20 largest file in /dir/
run this command "sudo du -a /dir/ | sort -n -r | head -n 20"
or "sudo du -a / 2>/dev/null | sort -n -r | head -n 20"