Getting Started with DiskMap Plugin
DiskMap plugin visualizes disk space using a treemap. Each file is represented by one rectangle which area is proportional to the disk space occupied by the file. It should help you with finding large files and help you with recovering free space.
See Using Plugins for a description of basic work with menu extension.