box_plots
From datasauRus v0.1.4
by Stephanie Locke
Box plot data
This dataset is the box plot data produced by Matjeka & Fitzmaurice to demonstrate applicability of their process.
- Keywords
- datasets
Usage
box_plots
Format
A data frame with 2484 rows and 5 variables:
left: data pulled to the left
lines: data with arbitrary spikes along a range
normal: normally distributed data
right: data pulled to the right
split: split data
References
Matejka, J., & Fitzmaurice, G. (2017). Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing. CHI 2017 Conference proceedings: ACM SIGCHI Conference on Human Factors in Computing Systems. Retrieved from https://www.autodeskresearch.com/publications/samestats.
Examples
# NOT RUN {
summary(box_plots)
## base plot
#save current settings
state <- par("mar", "mfrow")
par(mfrow = c(5, 2), mar=c(1,2,2,1))
nms <- names(box_plots)
for (i in 1:5){
nm <- nms[i]
hist(box_plots[[nms[i]]],
breaks = 100,
main = nm)
boxplot(box_plots[[nms[i]]],
horizontal = TRUE)
}
#reset settings
par(state)
## ggplot
if(require(ggplot2)){
ggplot(box_plots, aes(x=left))+
geom_density()
ggplot(box_plots, aes(x=lines))+
geom_density()
ggplot(box_plots, aes(x=normal))+
geom_density()
ggplot(box_plots, aes(x=right))+
geom_density()
ggplot(box_plots, aes(x=split))+
geom_density()
}
# }
Community examples
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