Chapter 14: Descrptive statistics help researchers organize and summarize numeric data before testing any hypotheses. Data must first be prepared through coding, entry, handling missing values, and transformation. Univariate analysis describes one variable through its frequency, center, and spread, while bivariate analysis examines how two variables relate though correlation and cross-tabulation.