Data Exploration in R
Welcome
1
Counts and Tables
1.1
Counts
1.2
Total counts
1.3
Joint proportions
1.4
Conditional proportions: columns
1.5
Conditional proportions: rows
1.6
Chi-squared Test of Independence
2
Heatmap
3
Barplot
3.1
One variable
3.2
Two variables
3.2.1
Stacked barplot
3.2.2
Side-by-side barplot
3.2.3
Faceted barplot
4
Histogram
4.1
One variable
4.1.1
Basic Histogram
4.1.2
Bins
4.1.3
Binwidth
4.2
Two variables
4.2.1
Faceted histogram
4.2.2
Stacked histogram
5
Density plots
5.1
One variable
5.2
Two variables
6
Boxplot
6.1
One variable
6.2
Two variables
7
Scatterplot
7.1
Two numeric variables
7.2
Two numeric, one categorical
8
Line graph
References
Published with bookdown
Data Exploration in R
References
James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2000.
An introduction to Statistical Learning
. Vol. 7. 10. New York: Springer.
https://doi.org/10.1007/978-1-4614-7138-7
.