This document provides an overview of quantitative data analysis, including different data types like nominal, ordinal, interval, and ratio scales. It also describes common statistical analyses like descriptive statistics to analyze frequencies, means, medians and modes, as well as inferential statistics for comparison tests, correlation, and regression. Specific comparison tests are outlined for within-groups, between-groups, and mixed subject designs depending on the number of groups being compared.