Question

I try to plot multiple lines in single plot as follow:

y <- matrix(rnorm(100), 10, 10)
m <- qplot(NULL)
for(i in 1:10) {
    m <- m + geom_line(aes(x = 1:10, y = y[,i]))
}
plot(m)

However, it seems that qplot will parse m during plot(m) where i is 10, so plot(m) produces single line only.

What I expect to see is similar to:

plot(1,1,type='n', ylim=range(y), xlim=c(1,10))
for(i in 1:10) {
    lines(1:10, y[,i])
}

which should contain 10 different lines.

Is there ggplot2 way to do this?

Answer 1

Instead of ruuning a loop, you should do this the ggplot2 way.
ggplot2 wants the data in the long-format (you can convert it with reshape2::melt()). Then split the lines via a column (here Var2).

y <- matrix(rnorm(100), 10, 10)
require(reshape2)
y_m <- melt(y)

require(ggplot2)
ggplot() +
  geom_line(data = y_m, aes(x = Var1, y = value, group = Var2))