There are, however, common misconceptions of the bay area, such as the Bay Area of Memphis, Tennessee, as well as a few others. THE BAY AREA MOST COMMONLY REFERS TO THE REGION IN NORTHERN CALIFORNIA, YOU CAN NOT DENY THAT.