How does the federal government determine how much income tax a person is to pay?

Taxation is based on the Tax Code, the laws that have been passed. In general, it is a percentage of income, with the higher incomes paying a higher percentage, up to 50%. Certain things and costs can be deducted from income and certain items are a credit against taxes.