Wanna know when you'd use a scatter plot versus a line plot? Or why a bar graph is usually favored over a pie chart? What is a heatmap, and how is data mapped to colors? Why are colored maps called chlorepleths? What is data? This workshop is a crash course and discussion on the implicit assumptions about data, often taught in science and social science methods classes, underlying data visualizations.