Combine the cream cheese, sour cream, brown sugar, and lemon juice in a large bowl; whisk to blend.
Add the pineapple, cherries, oranges, grapefruit, and pecans and stir to mix; place in a serving dish, garnish with the coconut, and serve immediately, enjoy.