In-class Exercise 3

Author

Prachi Ashani

Published

January 28, 2023

Modified

March 11, 2023

update.packages(checkBuilt = TRUE, ask = FALSE)

Installing and loading R packages

Two packages will be installed and loaded. They are: tidyverse and ggiraph

pacman::p_load(ggiraph, tidyverse)

Importing data

exam_data <- read_csv("data/Exam_data.csv")

ggplot(data=exam_data, #gives you a blank data frame
       aes(x = MATHS)) + #aesthetic mapping refers to the data column or field you want to plot
  geom_dotplot(dotsize = 0.5)

p <- ggplot(data=exam_data, 
       aes(x = MATHS)) +
  geom_dotplot_interactive(
    aes(tooltip = ID),
    stackgroups = TRUE, 
    binwidth = 1, 
    method = "histodot") +
  scale_y_continuous(NULL, 
                     breaks = NULL)
girafe(
  ggobj = p,
  width_svg = 6,
  height_svg = 6*0.618
)