datasaurus_dozen: Datasaurus Dozen data

In datasauRus: Datasets from the Datasaurus Dozen

Datasaurus Dozen data

Description

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

Usage

datasaurus_dozen

Format

A data frame with 1846 rows and 3 variables:

• dataset: indicates which 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.autodesk.com/research/publications/same-stats-different-graphs. #nolint

Examples

if (require(ggplot2)) {
  ggplot(datasaurus_dozen, 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("mar", "mfrow")

# plot
par(mfrow = c(5, 3), mar = c(1, 2, 2, 1))

sets = sort(unique(datasaurus_dozen$dataset))

for (s in sets) {
  df = datasaurus_dozen[datasaurus_dozen$dataset == s, ]
  plot(df$x, df$y, pch = 16)
  title(s)
}

#reset settings
par(state)

datasauRus documentation built on May 5, 2022, 1:06 a.m.