The numbers in the linked article are for high-income earners who, yes, paid the majority of Federal Income Taxes.

My understanding is that the wealthiest people in the United States pay relatively little tax because their wealth accrues largely through investments not income. In addition to being taxed at a much lower rate than income, such investments also qualify for deductions which often reduce and/or eliminate any final tax obligation.