This document discusses choropleth map generalization and how it can potentially mislead. It compares choropleth maps showing well-being data by state versus congressional district. It also provides examples of choropleth maps with different classification schemes, such as standard deviation, equal number of classes with different class sizes, to demonstrate how generalization can impact the maps.