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ggplot2 Cheat Sheet
melindaleung edited this page Feb 21, 2018
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You can build graphs with qplot() or ggplot(). Both allow you to create complete plots but ggplot()
gives you more creative freedom in creating these plots.
qplot(x, y, data=, color=, shape=, size=, alpha=, geom=, method=, formula=, facets=, xlim=, ylim= xlab=, ylab=, main=, sub=)
Option | Description |
---|---|
alpha | transparency level: 0 (complete transparency) & 1 (complete opacity) |
data | data frame |
geom | specifies graph type ("point", "smooth", "boxplot", "line", "histogram") |
main, sub | title and subtitle |
shape | numbers represent different shapes |
x,y | x and y variables |
xlab, ylab | specifies horizontal and vertical axis labels |
xlim, ylim | 2-element numeric vector containing min and max values for axes |
The base function of creating a ggplot requires you to call the following function:
ggplot(data = twitter, aes(x = lang, y = count)) +
After the +, you can add new layers to the plot with a geom_*() or stat_*() function. Each new layer must be added with +.
R provides a useful cheat sheet here.