The real questions are:
Why did all the conservatives leave the cities? Simply to get away from the liberals. To get away from their rudeness and taxing government.
And, why didn't the liberals follow them? It is more expensive to live out side the cities, and the parasites cannot follow their hosts easily.
The parasites don't have to follow, they just expand the city limits and re-absorb the escaped hosts via annexation.