Line plot of multiple variables in R

Question

I have input data in below format.

  x      y       z
  0      2.2     4.5
  5      3.8     6.8
  10     4.6     9.3
  15     7.6     10.5

How can i plot the xy scatter plot like excel (show below) in R?

Answer 1

There at least four ways of doing this:

1) Use a "horizontal" or "wide" data.frame called df here

df <- data.frame(x = c(0, 5, 10, 15), y = c(2.2, 3.8, 4.6, 7.6), z = c(4.5, 6.8, 9.3, 10.5))
ggplot(df, aes(x)) + 
  geom_line(aes(y = y, colour = "y")) + 
  geom_line(aes(y = z, colour = "z"))

2) Using lattice

require(lattice)
xyplot(x ~ y + z, data=df, type = c('l','l'), col = c("blue", "red"), auto.key=T)

3) Turn your original df into a "long" data.frame. This is how it's usually how you would work with data in ggplot2

require("reshape")
require("ggplot2")

mdf <- melt(df, id="x")  # convert to long format
ggplot(mdf, aes(x=x, y=value, colour=variable)) +
    geom_line() + 
    theme_bw()

4) Using matplot() I haven't really explored much this option but here is an example.

matplot(df$x, df[,2:3], type = "b", pch=19 ,col = 1:2)