It is a myth that data speaks for itself. The analyst speaks for the data. The analyst chooses what questions to ask, what analyses to run, how the analyses are interpreted, and how they are summarized. I use excerpts from a paper by Gilliam et al. on media portrayal of crime as a way to highlight one set of choices by a group of analysts. (The excerpts also highlight the need for reading a paper fully than relying on the abstract alone.)
Abstract

White Violent Criminals Are Overrepresented

White Nonviolent Criminals Are Overrepresented

Relative Underrepresentation Between Violent and Nonviolent Crime is a Problem

