This course instructs students on the full workflow associated with primary data -- research design, data definition, collection and cleaning, mapping, statistical analysis - that can also be applied to secondary data. Use cases will focus on a range of human and physical geography topics emerging from everyday life and emphasize spatial data and the analytical techniques associated with common software packages, e.g., spreadsheets and open-source mapping tools.