Last active
September 25, 2017 09:59
-
-
Save aravindhebbali/246091b512a6c006e68374e2d24caf7c to your computer and use it in GitHub Desktop.
ggplot2: Box Plot
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# install | |
install.packages('ggplot2') | |
install.packages('readr') | |
# library | |
library(ggplot2) | |
library(readr) | |
# import data | |
ecom <- readr::read_csv('https://raw.githubusercontent.com/rsquaredacademy/datasets/master/web.csv') | |
ecom | |
# Univariate Box Plot | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(1), y = n_visit)) | |
# Box Plot | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = n_visit)) | |
# Horizontal Box Plot | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = n_visit)) + | |
coord_flip() | |
# Notch | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = n_visit), | |
notch = TRUE) | |
# Jitter | |
ggplot(ecom, aes(x = factor(device), y = n_visit)) + | |
geom_boxplot() + | |
geom_jitter(width = 0.2, color = 'blue') | |
# Outlier Color | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
outlier.color = 'red') | |
# Outlier Shape | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
outlier.shape = 23) | |
# Outlier Shape | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), outlier.shape = 23) + | |
expand_limits(y = c(0, 1100)) | |
# Outlier Size | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), outlier.size = 3) + | |
expand_limits(y = c(0, 1100)) | |
# Outlier Alpha | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
outlier.color = 'blue', outlier.alpha = 0.3) + | |
expand_limits(y = c(0, 1100)) | |
# Specify Values for Fill | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
fill = c('blue', 'red', 'green')) + | |
expand_limits(y = c(0, 1100)) | |
# Map Fill to Variable | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration, | |
fill = factor(device))) + | |
expand_limits(y = c(0, 1100)) | |
# Specify Values for Alpha | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
fill = 'blue', alpha = 0.3) + | |
expand_limits(y = c(0, 1100)) | |
# Specify Values for Color | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
color = c('blue', 'red', 'green')) + | |
expand_limits(y = c(0, 1100)) | |
# Map Color to Variables | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration, | |
color = factor(device))) + | |
expand_limits(y = c(0, 1100)) | |
# Specify Values for Line Width | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
size = 1.5) + | |
expand_limits(y = c(0, 1100)) | |
# Specify Values for Line Type | |
ggplot(ecom) + | |
geom_boxplot(aes(x = factor(device), y = duration), | |
linetype = 2) + | |
expand_limits(y = c(0, 1100)) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment