This study examines the visual representation of Chinese immigrants in the U.S. Statistical Atlases from 1874 to1925. Compilers of the Atlases used a variety of visual strategies to facilitate rhetorical inclusion and exclusion, and by creating particular visual emphasis, constructed Chinese immigrants as being alienated, racialized, and low in the ethnic hierarchy. The visual constructs of the Chinese population reflected and reshaped the state’s policy of immigration restriction in the 19th and 20th centuries.

This article pilots a study in statistical genre analysis, a mixed-method approach for (a) identifying conventional responses as a statistical distribution within a big data set and (b) assessing which deviations from the conventional might be more effective for changes in audience, purpose, or context. The study assesses pharmaceutical sponsor presentations at the Food and Drug Administration (FDA) drug advisory committee meetings. Preliminary findings indicate the need for changes to FDA conflict-of-interest policies.