box_plots: Box plot data

Description Usage Format References Examples

Description

This dataset is the box plot data produced by Matjeka & Fitzmaurice to demonstrate applicability of their process.

Usage

1

Format

A data frame with 2484 rows and 5 variables:

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

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
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()
}

datasauRus documentation built on Sept. 21, 2018, 6:15 p.m.