R Graph Essentials [Video]
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Introducing Plot Functions
- Introduction
- Generating a Basic Plot with Titles
- Putting Legends and Setting Margins
- Putting Texts and Mathematical Expressions to the Plot
- Symbols and Colors in the Plot
- Saving the Plots in Various Formats
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Further Control Over Plot Function
- Controlling Axes and Boxes
- Controlling Layouts and Splits
- Controlling the Color of Plot Elements
- Controlling Line Patterns and Width
- Controlling Texts of Plot Elements
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Plots for Categorical Variables
- Pie Chart for One Variable
- Bar Chart or Pareto Chart for One Variable
- Bar Chart for More Than One Variable
- Labeling the Pie and Bar Charts
- Dot Charts
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Plots for Continuous Variables
- Stem-and-leaf Plots
- Histogram, Comparison, and Handling Bins
- Density, Rug Representation, and Overlay Plots
- Boxplots and Parameters
- Side-by-side Boxplots and Parameters
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Bivariate Plots for Two Continuous Variables
- Scatter Plot and Parameters
- Adding Straight Lines and Jitter Points
- Adding Model Summaries in the Plot
- Sub-grouping in a Scatter Plot
- Conditioning Plots
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Time Series Plots
- Plotting Basic Line Graphs Using a Function
- Default Time Series Plots
- Plotting Date and Time Variables
- Plotting Trend
- Setting Appropriate Time Axes
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Visualizing Contour Plots and Three-dimensional Plots
- Drawing Contour Plots in Base Package
- Drawing Contour Plots in Lattice
- Drawing Surfaceplot Using Base Graphics
- Drawing Surfaceplot Using Lattice
- Drawing an Interactive 3D Plot
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Miscellaneous Topics
- Creating Maps
- Interactive Options
- R Commander
- Trees and Clustering
- RStudio Interface for Graphics