Tracking down Used Disk space with df and du
I suggest you boot into Safe Mode  and let that process flush out some cache files that may have gotten very, very large. Right now, my ~/Library/Caches folder is > 5Gb in size.

This answer gives more info on where to find and eradicate large local Time Machine backup files.