This is because it's only an average not a real fact. Some people pay more, some people pay less. When you can't have more than 25K in a year, you don't pay income. If you have million you don't pay because you are smarter and can escape the tax... or at least fix it with a flat tax of 15%. Medium class pay the most but this is hidden, hidden in all the small tax.