What are some examples of using ggplot in R?

What are some examples of using ggplot in R?

Sure! ggplot2 is a powerful package for data visualization in R. Would you like to see examples of specific types of plots?

Yes, can you show me how to create a scatter plot?

Absolutely! To create a scatter plot, you can use the following code:

library(ggplot2)

# Sample data
data <- data.frame(x = rnorm(100), y = rnorm(100))

# Scatter plot
ggplot(data, aes(x = x, y = y)) + geom_point() + theme_minimal()

This will generate a basic scatter plot.

What about a bar chart?

For a bar chart, you can use:

# Sample data
data <- data.frame(category = c('A', 'B', 'C'), values = c(3, 5, 2))

# Bar chart
ggplot(data, aes(x = category, y = values)) + geom_bar(stat = 'identity') + theme_minimal()

This will create a simple bar chart.