The aim of the analysis is to create a high resolution map of poverty, income and literacy for El Salvador. The data on these three development indicators come from the 2017 household survey Encuesta de Hogares de Propositos Multiples (EHPM). While the survey data are only available for 1,664 segmentos, the lowest administrative units, the goal …

Although there are a significant number of principles that seek ethical AI, they only provide high-level guidance on what should or should not be done in its development and there is very little clarity on what the best practices are for putting them into operation. The objective of this manual is to provide these recommendations and good techni…