To be clear about what gets deleted, a clean installation will erase the partition that is selected for the OS. Any other partitions [recovery, data, etc.] should be OK unless they are specifically selected to be deleted during installation.
Of course, many hard drives have only one partition.
Backup anything you want to keep.