This unit explains the purpose of exploratory data analysis and exploratory spatial data analysis (ESDA); the model which underlies statistical ESDA; the importance of cartographical, graphical and tabular tools in processing geographical data for ESDA; a range of ESDA techniques and their use in analyzing geographical data; and the limitations of current GIS software for undertaking ESDA.