*** Section 1: Introduction and Getting Started with R ***
- Section 1: Introduction
- R Studio First Look
- Data Types in R
- Vector
- Factor
- List
- Matrix
- Data Frame
- Section 1 Downloads: R Code File and Notes File
- Quiz 1 # Data Structure
*** Section 2: Explore the Data Before Visualization ***
- Section 2: Introduction
- Exploring Datasets Available in the R Base Package
- Datasets Available in ggplot2 Package
- Section 2 Downloads: R Code File and Notes File
- Quiz 2 - Exploring Data Before Visualization
*** Section 3: Planning for Visualization - What Plot to Use? ***
- Section 3: Introduction
- Plotting single continuous variable
- Plotting single discrete variable
- Plotting two continuous variables
- Plotting one continuous and one discrete variable
- Plotting two discrete variables
- Plotting time series
- Section 3 Downloads: Notes File
*** Section 4: Visualization Using R Base Commands ***
- Section 4: Introduction
- 1 Plotting Histogram
- 2 Density Plot
- 3 Box Plot
- 4 Bar Plot
- 5 Scatter Plot
- 5a Scatter Plot Part 2
- 6 Box Plot by group
- 7 Pie Chart
- 8 Dot Chart
- 9 Strip Chart
- 10 Mosaic Chart
- 11 Stacked Bar Chart
- 12 Time Series
- Section 4 Downloads: R Code File and Notes File
- Assignment 1 : Plots Using Base R Commands
*** Section 5: Visualization Using Lattice Package ***
- Section 5: Introduction
- Introduction to Lattice Plots
- Drawing a Histogram using Lattice Package - Part 1
- Drawing a Histogram using Lattice Package - Part 2
- Drawing a Histogram using Lattice Package - Part 3
- Density Plot Using Lattice - Part 1
- Density Plot Using Lattice - Part 2
- Box and Whisker Plot Using Lattice
- Bar Plot Using Lattice
- Scatter Plot Using Lattice
- Scatter Plot Matrix Using Lattice
- 3D Scatter Plot Using Lattice
- Dot and Strip Plots
- Section 5 Downloads: R Code File and Notes File
- Assignment 2: Plots Using Lattice Package
*** Section 6: Visualization Using ggplot2 Package ***
- Section 6: Introduction
- Introduction to ggplot2 Package
- Your First Visualization Using ggplot2 Package
- A Few More geoms with Single Continuous Variable
- Project Introduction: Selecting a Diamond
- Project: Analyzing Diamonds by Carat Size - Part 1
- Project: Analyzing Diamonds by Carat Size - Part 2
- Project: Analyzing Diamonds by Cut
- Project: Analyzing Diamonds by Color
- Project: Analyzing Diamonds by Clarity - Final Selection
- Data and Aesthetics Layers in ggplot
- Aethetics Layer - Part 2
- geom Layer in ggplot
- facets Layer in ggplot
- stats Layer in ggplot
- coord Layer in ggplot - Changing Scale
- coord Later in ggplot - Changing Ratio
- coord Layer in ggplot - Polar Coordinates and Pie Chart
- coord Layer in ggplot - Axis Transformation
- Themes Layer in ggplot
- Quick and Easy - qplot()
- Section 6 Downloads: R Code File and Notes File
- Assignment 3: Plots Using GGPlot2 Package
