This document summarizes a lesson on analyzing different types of data using SPSS frequencies procedures. It discusses nominal, ordinal, and scale data and how to interpret frequency summaries for each using pie charts, bar charts, and other descriptive statistics. Examples are provided on categorizing company contacts by department (nominal), analyzing employee ranks (ordinal), and studying sales amounts (scale). Transforming skewed scale data using logarithms is also demonstrated.