GGPlot2 visualization for Data Analysis
Go to main | Course Page
Section 1: Overview
- Course Overview
- How to Get Queries Resolved
- Download Resources
Section 2: GGPlot2 Basics
- Introduction to GGPlot2
- Scatterplot with geom point()
- Line of Best Fit and Smoothing Lines
- Adjust X and Y Limits
- Confidence Interval Shading
Section 3: Customizing GGPlot2 Components
- Changing Color of Points
- Changing Size
- Removing Legend
- Color Palette
- Customize Axis Text
- Look and Feel
- Course Review
Section 4: Advanced Customizations
- Labels and Text
- Custom Annotations
- Legend
- Better Represent Overlapping Points with Jitter and Counts Plot
- Multiplot with Facets
- Custom Layout
Section 5: Plots for Analytics
- Histograms
- Bar Charts
- Box Plot and Violin Plots
- Time Series Plots
- Multiple Time Series in Same Plot
- Course Review