Living standards measurement survey (LSMS) at the household level to investigate the relationship between household living standards and location risk in Antananarivo, Madagascar. The 2016 Antananarivo Urban Poverty and Resilience Study covered the following topics: roster, household characteristics, health, education, labor, assets, social protection, remittances, shocks, flooding, consumption expenditure, and access to facilities.