This is part of town where Brandon and Steve get pulled over for stealing the electric car in the season 7 episode "I Only Have Eyes for You"
In front of Keyes Nissan, 5746 Van Nuys Blvd, Van Nuys
Note: The scene starts a few blocks south as the make the turn off Chandler Blvd north onto Van Nuys Blvd