a. Are not incomes for just a single-wage earner, they include the combined income for a household (of 2.53 people on average)
b. Are referred to in pre-tax figures, not post-tax.
c. Are not just wage income, but include non-wage income like dividends, capital gains, small business income, fed/state/local government transfers, etc.
d. Are using the median, not the average (mean).