The vehicles are driving on the left side of the road, which is standard in South Africa. The presence of a BP gas station and the specific style of road markings and traffic signals strongly point to South Africa. The landscape, with its open, somewhat dry vegetation and typical road infrastructure, feels very characteristic of the Gauteng province. I suspect this is near Johannesburg or Pretoria. I am fairly confident in this assessment.

then: guess