The issue is that you need to identify what the "other" space is. I use Omnidisksweeper.
There's no need to reformat and reinstall just to reduce what OX considers other space.
As for the OP since the he's only saying "help" its hard to discern what help he's looking for, especially since he included a screen shot of OmniDisksweeper.