Contents 1 Introduction 2 How do I get started? 3 Common analysis steps 3.1 I. Reading raw data 3.1.1 An aside about file paths 3.2 II. Cleaning up and preprocessing raw data 3.3 III. Aggregate raw data 3.4 IV. Descriptive analysis and plots 3.4.1 Descriptive stastics: Getting a sense of your data 3.4.2 Confidence intervals 3.4.3 Data visualisation magic 3.4.3.1 Boxplots 3.4.3.2 Adding titles and labels 3.4.3.3 Spaghetti plots 3.