Spatial data visualization involves the representation of data that has a geographical or spatial component. This type of visualization can include maps, charts, and other graphical representations that show data points in relation to specific locations. In epidemiology, spatial data visualization aids in illustrating the spread of diseases, identifying hotspots, and understanding spatial relationships between environmental factors and health outcomes.