Geographic data in epidemiology is collected using various methods, such as Geographic Information Systems (GIS), spatial analysis, and remote sensing. These technologies enable the visualization and analysis of data in a spatial context, helping to identify patterns and correlations that might not be evident through traditional data analysis methods.