Los Angeles is extremely spread out.  It can take an hour to drive from one edge of L.A. to the other.  In addition, visitors to L.A. often travel beyond the city limits into adjacent cities and counties.  The link below is a 'cartoon map' of the most popular neighborhoods in the city of L.A. as well as neighboring cities.  At the extreme western edge of Los Angeles is the Pacific Ocean (not shown on the map):

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