Intended for a one- or two-term general introduction to statistics; taught in departments of mathematics and statistics; intermediate algebra prerequisite. Modern statistics is about analysis and interpretation of data, rather than about calculations. Kitchens is about data analysis and interpretation. The book's distinguishing aspect is its strong emphasis on data analysis. It features the computer and to an exceptional degree graphical data analysis. It also carries data analytic ideas throughout the book, including the chapters on inference, categorical data, regression and ANOVA.