Why the periodic table has the shape it has

It is often said that "the periodic table is only a map of electron configurations". Relying on the quantum numbers and the filling rules, explain why the elements of a same column have similar chemical properties, and why the shells have capacities of 2, 8, 8, 18... electrons.