The map above shows all countries whose capital was not their largest city, based on population, in 2010. This explains why South Sudan does not appear as a separate country, however if it did it would not be among the countries included (Juba is both the capital and largest city of South Sudan).
Here are a few of the more interesting facts about these countries and cities: