> If everyone lives in one big city and there's literally no one in the rest of the country, then I expect mobile reception (and every other service) to be pretty good for everyone, because they all stay in the big city.

Sometimes the reception is good but the data rate is poor because of too few towers per person, or because the cellphone companies connections to the wider internet are saturated.