Title Page Copyright and Credits Applied Data Visualization with R and ggplot2 About the Author About the Author Packt Upsell Why Subscribe? PacktPub.com Preface Who This Book Is For What This Book Covers To Get the Most out of This Book Download the Example Code Files Conventions Used Get in Touch Reviews Basic Plotting in ggplot2 Introduction to ggplot2 Similar Packages The RStudio Workspace Loading and Exploring a Dataset Using R Functions The Main Concepts of ggplot2 Types of Variables Exploring Datasets Making Your First Plot Plotting with qplot and R Analysis Geometric Objects Analyzing Different Datasets Histograms Creating a Histogram Using qplot and ggplot Activity: Creating a Histogram and Explaining its Features Creating Bar Charts Creating a One-Dimensional Bar Chart Creating a Two-Dimensional Bar Chart Analyzing and Creating Boxplots Creating a Boxplot for a Given Dataset Scatter Plots Line Charts Creating a Line Chart Activity: Creating One- and Two-Dimensional Visualizations with a Given Dataset One-Dimensional Plots Two-Dimensional Plots Three-Dimensional Plots The Grammar of Graphics Rebinning Analyzing Various Histograms Changing Boxplot Defaults Using the Grammar of Graphics Activity: Improving the Default Visualization Summary Grammar of Graphics and Visual Components More on the Grammar of Graphics Layers Using More Layers to Customize a Histogram Scales Using Scales to Analyze a Dataset Types of Coordinates Understanding Polar Coordinates Activity: Applying the Grammar of Graphics to Create a Complex Visualization Facets Using Facets to Split Data Activity: Using Faceting to Understand Data Changing Styles and Colors Using Different Colors to Group Points by a Variable Activity: Using Color Differentiation in Plots Themes and Changing the Appearance of Graphs Using a Theme to Customize a Plot Analysis Using or Setting Your Own Theme Globally Changing the Color Scheme of the Given Theme Activity: Using Themes and Color Differentiation in a Plot Geoms and Statistical Summaries Using Grouping to Create a Summarized Plot Summary Advanced Geoms and Statistics Advanced Plotting Techniques Creating a Bubble Chart Density Plots Using Density Plots Superimposing Plots Using Density Plots to Compare Distributions Time Series Creating a Time Series Plot Explanation of the Code Activity: Plot the Monthly Closing Stock Prices and the Mean Values Maps Displaying Information with Maps Activity: Creating a Variable-Encoded Regional Map Trends, Correlations, and Statistical Summaries Creating a Time Series Plot with the Mean, Median, and Quantiles Trends, Correlations, and Scatter plots Creating a Scatter Plot and Fitting a Linear Regression Model Creating a Correlation Plot Activity: Studying Correlated Variables Summary Solutions Chapter 1:  Basic Plotting in ggplot2 Activity: Creating a Histogram and Explaining its Features Activity: Creating One- and Two-Dimensional Visualizations with a Given Dataset Activity: Improving the Default Visualization Chapter 2:  Grammar of Graphics and Visual Components Activity: Applying Grammar of Graphics to Create a Complex Visualization Activity: Using Faceting to Understand Data Activity: Using Color Differentiation in Plots Activity: Using Themes and Color Differentiation in a Plot Chapter 3:  Advanced Geoms and Statistics Activity: Using Density Plots to Compare Distributions Activity: Plot the Monthly Closing Stock Prices and the Mean Values Activity: Creating a Variable-Encoded Regional Map Activity: Studying Correlated Variables Other Books You May Enjoy Leave a review - let other readers know what you think