r boxplot tilted labels x axis
how can you rotate the labels of the x axis for boxplot in r? I know which code to use but I can't apply it:
text(**????**, par("usr")[3] - 0.25, srt = 45, adj = 1, labels = labels, xpd = TRUE)
What variable goes where I have the question marks? I created this boxplot:
using this code:
soil=read.csv("soil_temp_boxplot.csv", header=TRUE, sep=";")
tiff("soil_boxplot.tiff")
par(mar=c(5.5,3.5,0.5,0.5))
labels<-paste(c("RB-GL830-[16]-10","RB-GL830-[16]-30", "SB-GL834-[11]-10","SB-GL834-[11]-30", "RB-GL843-[17]-10","RB-GL843-[17]-30","SB-GL864-[12]-10","SB-GL864-[12]-30","SB-GL989-[10]-30", "RB-F844-[18]-10", "RB-F844-[18]-30", "SBB-F-864-[14]-10","SB-F991-[13]-10", "SB-F991-[13]-30"))
boxplot(soil$rb.gl.10.830.16, soil$rb.gl.30.830.16, soil$sb.gl.10.834.11, soil$sb.gl.30.834.11, soil$rb.gl.10.843.17, soil$rb.gl.30.843.17, soil$sb.gl.10.864.12, soil$sb.gl.30.864.12, soil$sb.gl.30.989.10, soil$rb.f.10.844.18, soil$rb.f.30.844.18, soil$sbb.f.10.864.14, soil$sb.f.10.991.13, soil$sb.f.30.991.13, yaxt="n", col=c("darkolivegreen1","darkolivegreen4","darkolivegreen1","darkolivegreen4","darkolivegreen1","darkolivegreen4","darkolivegreen1","darkolivegreen4","darkolivegreen1","burlywood2","burlywood4","burlywood2","burlywood2", "burlywood4"))
axis(1, labels = TRUE)
axis(2, c(0, 8, c(1, 2, 3, 4, 5,6,7)), las=1)
text(labels, par("usr")[3] - 0.25, srt = 45, adj = 1, labels = labels, xpd = TRUE)
mtext(2, text="Soil Temperature [°C]", line=2.2)
mtext(1, text="Location", line=4.5)
dev.off()
Answer
An alternative following your original text expression:
par(mar=c(6, 4.1, 4.1, 2.1))
labels <- paste(c("RB-GL830-[16]-10",
"RB-GL830-[16]-30",
"SB-GL834-[11]-10",
"SB-GL834-[11]-30",
"RB-GL843-[17]-10",
"RB-GL843-[17]-30"))
boxplot(count ~ spray, data = InsectSprays,
col = "lightgray", xaxt = "n", xlab = "")
# x axis with ticks but without labels
axis(1, labels = FALSE)
# Plot x labs at default x position
text(x = seq_along(labels), y = par("usr")[3] - 1, srt = 45, adj = 1,
labels = labels, xpd = TRUE)
Why use x = seq_along(labels) for label positions? The x in text is a vector of coordinates where to put the labels. If you look at ?boxplot, you find that the at argument is a "numeric vector giving the locations where the boxplots should be drawn [...]; defaults to 1:n where n is the number of boxes." Because we haven't specified the at argument in the boxplot call, the default "1:n positions" will be used. The number of boxes is of course the number of levels of your explanatory variable, which @Josh O'Brien used in his answer. To show you an alternative, I used your customized label vector instead (which of course must have the same length as the number of factor levels). seq_along generates a regular sequence from 1 to length of the argument, which corresponds to the "defaults to 1:n" at positions.
A side-note: your data seem to be in a 'wide' format. In many instances in R, it is more convenient to have the data in a 'long' format. In the plot function, you then only need to specify your x variable (e.g. location) and y variable (e.g. soil temp), instead of specifying data for every single level of x.
