In medium pot, bring sugars, corn syrup, water, and butter to boil. Reduce heat and mix in cocoa powder. Remove pot from heat. Pour popcorn in a large mixing bowl. Using greased mixing spoons, pour sugar mixture over popcorn and stir until popcorn is evenly coated.