Data Visualization Using R

Week 1
– Comparison Charts
– Introduction to Comparison Charts
– Stacked Bar and Side-by-Side Bar Charts
– Dot and Lollipop Charts
– Slope and Dumbbell Charts
– Visualizing comparisons using real-world datasets.

Week 2
– Distribution Charts
– Histograms and Overlapping Histograms
– Density Plots and Kernel Density Estimation
– Boxplots and Violin Plots
– Ridge Plots and Bean Plots
– Comparing distributions in real-life datasets.

Week 3
– Correlation Charts (Including Heatmap Charts)
– Scatterplots and Pair Plots
– Bubble and Hexbin Charts
– Correlation Matrices and Heatmaps
– Customized Heatmap Charts
– Visualizing correlations in real datasets.

Week 4
– Charts of Multivariate Data
– Bubble Charts and Faceted Scatterplots
– 3D Scatterplots and Surface Plots
– Biplots and PCA Visualizations
– Parallel Coordinate and Radar Charts
– Applying multivariate techniques to complex datasets.