Lemon water does have electrolytes and is a good source of potassium. According to the USDA, juice from one lemon contains approximately 48 milligrams of potassium, 3 milligrams of calcium, 3 milligrams of magnesium, 4 milligrams of phosphorus, and less than 1 milligram of sodium.