Code
suppressPackageStartupMessages({
library(dplyr)
library(ggplot2)
library(gt)
library(datasauRus)
})
doi:
an image from paper, this becomes post thumbnail, place image in post directory or a dataset
Group members:
…
datasaurus_dozen <-
datasaurus_dozen %>%
dplyr::mutate(
dataset = dataset %>% gsub("_", " ", .) %>% tools::toTitleCase()
)
datasaurus_dozen %>%
group_by(dataset) %>%
summarise(
`mean x` = mean(x),
`mean y` = mean(y),
`sd x` = sd(x),
`sd y` = sd(y),
`pearson correlation` = cor(x,y)
) %>%
gt(rowname_col = "dataset") %>%
tab_header(
title = "The Datasaurus Dozen",
subtitle = "Very Similar summary statistics..."
)
The Datasaurus Dozen | |||||
---|---|---|---|---|---|
Very Similar summary statistics... | |||||
mean x | mean y | sd x | sd y | pearson correlation | |
Away | 54.26610 | 47.83472 | 16.76982 | 26.93974 | -0.06412835 |
Bullseye | 54.26873 | 47.83082 | 16.76924 | 26.93573 | -0.06858639 |
Circle | 54.26732 | 47.83772 | 16.76001 | 26.93004 | -0.06834336 |
Dino | 54.26327 | 47.83225 | 16.76514 | 26.93540 | -0.06447185 |
Dots | 54.26030 | 47.83983 | 16.76774 | 26.93019 | -0.06034144 |
High Lines | 54.26881 | 47.83545 | 16.76670 | 26.94000 | -0.06850422 |
Slant Down | 54.26785 | 47.83590 | 16.76676 | 26.93610 | -0.06897974 |
Slant Up | 54.26588 | 47.83150 | 16.76885 | 26.93861 | -0.06860921 |
Star | 54.26734 | 47.83955 | 16.76896 | 26.93027 | -0.06296110 |
Wide Lines | 54.26692 | 47.83160 | 16.77000 | 26.93790 | -0.06657523 |
h Lines | 54.26144 | 47.83025 | 16.76590 | 26.93988 | -0.06171484 |
v Lines | 54.26993 | 47.83699 | 16.76996 | 26.93768 | -0.06944557 |
x Shape | 54.26015 | 47.83972 | 16.76996 | 26.93000 | -0.06558334 |