This work is part of the WorldPop Global Demographic Data project with funding from the Bill and Melinda Gates Foundation (BMGF). Method, coding, and data production have been carried out by Thea Woods, Tom McKeen, Alexander Cunningham, Rhorom Priyatikanto and oversight was provided by Maksym Bondarenko.