Swan Valley is located on the outskirts northeast of Perth. There are many wineries, restaurants, coffee producers, etc. in this region. It is not really a valley as the name would imply.
If you have some time and want to escape the city, you can try the different specialties that are marketed here, or just go out for a good meal – at one of the many wineries there for example. Recommended if you are in Perth for longer.