The sampling is done on well-defined geographical areas of cities. For Mogadishu, Somalia, because of security challenges, data collection was conducted only in areas of the city considered as safe (as of November 2019) to conduct in person face-to-face interviews. Consequently, data for Mogadishu is representative only for these safe areas, with Bakara market among areas excluded.