Shape, Center, Spread, and Unusual Features
A complete description of a quantitative distribution addresses four components:
- Shape — Is it symmetric? Skewed right or left? Bimodal? Uniform?
- Center — the "middle" of the data
- Spread — how much the data varies
- Unusual features — outliers, gaps, clusters
Template for description: "The distribution of [variable] is [shape]. The center is approximately [value]. The spread ranges from [min] to [max] (range = [value]). There [are/are no] apparent outliers."
Always include context — mention what the variable actually measures.