program 12

12 Develop a script in R to create a violin plot displaying the distribution of a continuous variable , with a separate violins for each group using an inbuilt dataset.

Step 1: Load the library

library(ggplot2)

Step 2: Grouping variable

mtcars$cyl <- as.factor(mtcars$cyl)

Step 3: Create a violin plot

ggplot(mtcars, aes(x = cyl, y = mpg, fill = cyl)) +
  geom_violin(trim = FALSE) +
  labs(
    title = "Distribution of MPG by Number of Cylinders",
    x = "Number of Cylinders",
    y = "Miles Per Gallon (MPG)"
  ) +
  theme_minimal()