According to the E-Government Survey published by the UN in 2010, although African countries generally lag behind other markets in the rankings of e-government implementation, there has been improvement in the region since the 2008 survey, particularly in northern Africa. Tunisia and Egypt were two of the highest-ranked countries in Africa alongside Mauritius, South Africa and Seychelles.