This project addresses the links between housing, livelihoods, and transportation in Bangalore. We continue our collection, compilation, visualization and analysis of data, acquisition of additional data from within and outside India, and continued research on planning, relocation, and other urban policies affecting the poor and infrastructure. Data challenges, not to mention different definitions of the term "slum," have slowed this project down, as the first component of shelter being addressed is the slum. Later stages will address other types of shelter.