Change axis breaks without defining sequence - ggplot

Question

Is there any way to set the break step size in ggplot without defining a sequence. For example:

x <- 1:10
y <- 1:10

df <- data.frame(x, y)

# Plot          


        

Answer 1

You can define your own function to pass to the breaks argument. An example that would work in your case would be

f <- function(y) seq(floor(min(y)), ceiling(max(y)))

Then

ggplot(df, aes(x,y)) + geom_point() + scale_y_continuous(breaks = f)

gives

You could modify this to pass the step of the breaks, e.g.

f <- function(k) {
        step <- k
        function(y) seq(floor(min(y)), ceiling(max(y)), by = step)       
}

then

ggplot(df, aes(x,y)) + geom_point() + scale_y_continuous(breaks = f(2))

would create a y-axis with ticks at 2, 4, .., 10, etc.

You can take this even further by writing your own scale function

my_scale <- function(step = 1, ...) scale_y_continuous(breaks = f(step), ...)

and just call it like

ggplot(df, aes(x,y)) + geom_point() + my_scale()