Fried Zucchini Flowers

• 24 male zucchini flowers, females are on top of a baby zucchini and males have a stem
• 1 cup all-purpose flour
• ½ teaspoon salt, to taste
• ½ teaspoon baking powder
• 1 cup soda water, as needed
• 2.5 cups oil, for frying