A new mapping procedure developed by scientists at ILRI uses Demographic Health Surveys (DHS) data to bring out spatial patterns of socio-economic factors among livestock herders and systems. The map creation procedure incorporates three innovations: how the DHS data is stored, use of big data approaches to integrate datasets from different countries and use of machine learning.