by Harish Garg | Released March 2019 | ISBN: 9781789952162

Become an expert in data visualization in R by mastering the core functionality of ggplot2About This VideoThis exploration of the advanced features of ggplot2 makes complex data visualization concepts seem very easyA practical and hands-on approach to teaching data visualization concepts, with each section full of practical ggplot2 solutions and code examplesThis course uses real-world datasets in the code examples In DetailYou already know the basics of Data Visualizations with R but this isn't enough. You want to be able to create advanced-level Data Visualizations that showcase insights from your datasets.This course will provide you with a detailed exploration of the latest version of ggplot2, in a step-by-step and engaging manner. Through this course, you will master the advanced concepts of ggplot2 and will be able to tackle any Data Visualization project with ease and with increasing complexity.By the end of the course, you will have honed your expertise and mastered data visualizations using the full potential of ggplot2.All the code and supporting files for this course are available at https://github.com/PacktPublishing/Mastering-ggplot2 Show and hide more

1. Chapter 1 : Customizing the Look and Feel
   • The Course Overview 00:02:32
   • Adding Plot and Axis Titles 00:02:35
   • Modifying Legend 00:02:55
   • Adding Text, Label, and Annotation 00:02:22
   • Flipping and Reversing X and Y Axis 00:00:57
   • Faceting: Draw Multiple Plots Within One Figure 00:00:57
   • Modifying Plot Background, Major and Minor Axis 00:01:04
2. Chapter 2 : Plotting Correlations
   • Plotting Scatter Plots 00:02:30
   • Drawing Jitter Plots 00:01:41
   • Building Counts Charts 00:03:17
   • Bubble Plot 00:02:19
   • Marginal Histogram / Boxplot 00:01:45
3. Chapter 3 : Plotting Deviation
   • Diverging Bars 00:02:38
   • Diverging Lollipop Chart 00:02:25
   • Diverging Dot Plot 00:02:06
   • Area Chart 00:02:37
4. Chapter 4 : Plotting Data Distribution
   • Histogram 00:02:26
   • Density Plot 00:01:41
   • Box Plot 00:01:59
   • Dot + Box Plot 00:01:30
   • Tufte Boxplot 00:01:23
   • Violin Plot 00:01:40
   • Population Pyramid 00:01:42
5. Chapter 5 : Plotting Compositions
   • Waffle Chart 00:02:14
   • Pie Chart 00:01:18
   • TreeMap 00:02:17
   • Bar Chart 00:01:56
6. Chapter 6 : Plotting Change
   • Time Series Plots 00:02:56
   • Stacked Area Chart 00:01:23
   • Calendar Heat Map 00:02:22
   • Slope Chart 00:02:47
   • Seasonal Plot 00:03:17
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