I guess I should have said "businesses pay taxes on profit" instead of "income". Any expenditures that can be reasonably said to work towards the operation of the business are deductible. For individuals that is clearly not the case; things like paying for food to eat, rent, medical expenses (generally), or purchases of cars, etc., are explicitly excluded.