Born near West Melbourne: 17 famous people within 35 miles
Jim Morrison, born in Melbourne, 4 mi away, is the closest. Not one famous person on record comes from West Melbourne yet. Across Florida, 285 towns list someone born there. The longest list of any town in Florida belongs to St. Petersburg, with 57.
From Wikidata and Wikipedia: people whose birthplace is West Melbourne and whose English Wikipedia article agrees, ranked by how many Wikipedia languages cover each person. Nearby people are those born in a town within 35 miles; distances are town center to town center. People known mainly for crimes, and adult performers, aren’t listed. “The usual town” = everyone born in the towns gathered so far.