CODEWITHSUNDEEP
mathrgraphics
user438602
user438602

Reputation:

Do not want scientific notation on plot axis

I regularly do all kinds of scatter plots in R using the plot command.

Sometimes both, sometimes only one of the plot axes is labelled in scientific notation. I do not understand when R makes the decision to switch to scientific notation. Surprisingly, it often prints numbers which no sane human would write in scientific notation when labelling a plot, for example it labels 5 as 5e+00. Let's say you have a log-axis going up to 1000, scientific notation is unjustified with such "small" numbers.

I would like to suppress that behaviour, I always want R to display integer values. Is this possible?

I tried options(scipen=10) but then it starts writing 5.0 instead of 5, while on the other axis 5 is still 5 etc. How can I have pure integer values in my R plots?

I am using R 2.12.1 on Windows 7.

Upvotes: 86

Views: 145232

Answers (7)

daniel.heydebreck
daniel.heydebreck

Reputation: 445

The R graphics package has the function axTicks that returns the tick locations of the ticks that the axis and plot functions would set automatically. The other answers given to this question define the tick locations manually which might not be convenient in some situations.

myTicks = axTicks(1)
axis(1, at = myTicks, labels = formatC(myTicks, format = 'd'))

A minimal example would be

plot(10^(0:10), 0:10, log = 'x', xaxt = 'n')
myTicks = axTicks(1)
axis(1, at = myTicks, labels = formatC(myTicks, format = 'd'))

There is also an log parameter in the axTicks function but in this situation it does not need to be set to get the proper logarithmic axis tick location.

Upvotes: 3

user2835629
user2835629

Reputation: 1

Normally setting axis limit @ max of your variable is enough

a <- c(0:1000000)
b <- c(0:1000000)

plot(a, b, ylim = c(0, max(b)))

Upvotes: -4

Joris Meys
Joris Meys

Reputation: 108543

You can use the axis() command for that, eg :

x <- 1:100000
y <- 1:100000
marks <- c(0,20000,40000,60000,80000,100000)
plot(x,y,log="x",yaxt="n",type="l")
axis(2,at=marks,labels=marks)

gives :

enter image description here

EDIT : if you want to have all of them in the same format, you can use the solution of @Richie to get them :

x <- 1:100000
y <- 1:100000
format(y,scientific=FALSE)
plot(x,y,log="x",yaxt="n",type="l")
axis(2,at=marks,labels=format(marks,scientific=FALSE))

Upvotes: 16

bill_080
bill_080

Reputation: 4760

Try this. I purposely broke out various parts so you can move things around.

library(sfsmisc)

#Generate the data
x <- 1:100000
y <- 1:100000

#Setup the plot area
par(pty="m", plt=c(0.1, 1, 0.1, 1), omd=c(0.1,0.9,0.1,0.9))

#Plot a blank graph without completing the x or y axis
plot(x, y, type = "n", xaxt = "n", yaxt="n", xlab="", ylab="", log = "x", col="blue")
mtext(side=3, text="Test Plot", line=1.2, cex=1.5)

#Complete the x axis
eaxis(1, padj=-0.5, cex.axis=0.8)
mtext(side=1, text="x", line=2.5)

#Complete the y axis and add the grid
aty <- seq(par("yaxp")[1], par("yaxp")[2], (par("yaxp")[2] - par("yaxp")[1])/par("yaxp")[3])
axis(2, at=aty, labels=format(aty, scientific=FALSE), hadj=0.9, cex.axis=0.8, las=2)
mtext(side=2, text="y", line=4.5)
grid()

#Add the line last so it will be on top of the grid
lines(x, y, col="blue")

enter image description here

Upvotes: 14

Greg Snow
Greg Snow

Reputation: 49640

Use options(scipen=5) or some other high enough number. The scipen option determines how likely R is to switch to scientific notation, the higher the value the less likely it is to switch. Set the option before making your plot, if it still has scientific notation, set it to a higher number.

Upvotes: 62

Marek
Marek

Reputation: 50704

You could try lattice:

require(lattice)
x <- 1:100000
y <- 1:100000
xyplot(y~x, scales=list(x = list(log = 10)), type="l")

enter image description here

Upvotes: 4

Richie Cotton
Richie Cotton

Reputation: 121077

You can use format or formatC to, ahem, format your axis labels.

For whole numbers, try

x <- 10 ^ (1:10)
format(x, scientific = FALSE)
formatC(x, digits = 0, format = "f")

If the numbers are convertable to actual integers (i.e., not too big), you can also use

formatC(x, format = "d")

How you get the labels onto your axis depends upon the plotting system that you are using.

Upvotes: 19

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