Twelve From Slant (long) data — twelve_from_slant

A dataset demonstrating the utility of visualization. These 12 datasets are equal in standard measures: mean, standard deviation, and Pearson's correlation.

Usage

twelve_from_slant_long

Format

A data frame with 2184 rows and 3 variables:

dataset: the dataset the data are from
x: x-values
y: y-values

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

if(require(ggplot2)){
  ggplot(twelve_from_slant_long, aes(x=x, y=y, colour=dataset))+
    geom_point()+
    theme_void()+
    theme(legend.position = "none")+
    facet_wrap(~dataset, ncol=3)
}


# Base R Plots
state <- par('mfrow', 'mar')

par(mfrow = c(4, 3), mar = c(3, 2, 2, 2))

sets <- sort(unique(twelve_from_slant_long$dataset))

for (s in sets) {
  df <- twelve_from_slant_long[twelve_from_slant_long$dataset == s, ]
  plot(df$x, df$y, pch = 16, xlab = '', ylab = '')
  title(s)
}


par(state)