There are a lot of people in both Spain and South America who have names like Omar. Remember that a good portion of Spain was under Moorish control for a couple hundred years.
Good point about the Moorish influence on Spanish names.
As I told another poster, having grown up between two towns with large Puerto Rican populations, Omar was not a name I ever heard associated with them..