An introductory applied statistics course for sociology majors I taught in R with entirely open-source materials (see the website). In this project-based course, students learned to load, manipulate, and visualize data in R, conduct an analysis to answer a question of interest to them, communicate their results effectively in reports and presentations, and critically analyze the use and interpretation of statistics in the world.