The Goal of EDA: Applying AnalysisEDA WorkflowVariables and VisualizationUnivariate Visualization: Histograms, QQ Plots, Boxplots, and Rank PlotsHistogramsBar Plots (Not Pie Charts)The Quantile-Quantile (QQ) PlotThe Five-Number Summary and the BoxplotGenerating a BoxplotBivariate DescriptionScatterplotsContingency TablesMultivariate VisualizationOperationalizing Security VisualizationRule one: bound and partition your visualization to manage disruptionsRule two: label anomaliesRule three: use trendlines, distinguish artifacts from observationsRule four: be consistent across plotsRule five: annotate with contextual informationRule six: avoid flash in favor of expressivenessRule seven: when performing long jobs, give the user some status feedbackFurther Reading