CODEWITHSUNDEEP
rggplot2
SinghD
SinghD

Reputation: 55

How to plot a boxplot with correctly spaced continuous x-axis values in ggplot2

I am attempting to plot a boxplot where my x-axis is a continuous time-scale which is growing degree days i.e. 0 to 2500. I would like to get a boxplot with x-axis values correctly spaced on a continuous time-scale rather than a discrete one. Normally if it were a regular time/date, I could have used a 'scale_x_date' with ggplot2 in R. However, since the numbers are outside date/time scale I am not sure how can we correctly space the x-axis values. Here is the dummy example: 

library(ggplot2)
set.seed(1234)
#get data    
df <- data.frame(y=abs(rnorm(8)),
             x=as.factor(rep(c(0,100,200,500),times=2))) 
ggplot(aes(y=y,x=x), data=df) + 
       geom_boxplot()

This gives me the plot

enter image description here

where my x-axis is not spaced based on its numeric values. Instead, I would like to get a boxplot where the spacing between 200 to 500 should be three times more than 100-200. My actual data has x-axis values ranging 0-2500 growing days. I am looking for ggplot2 specific solution preferably.

Upvotes: 4

Views: 5625

Answers (1)

dww
dww

Reputation: 31452

df <- data.frame(y=abs(rnorm(8)),
                 x=rep(c(0,100,200,500),times=2)) 

ggplot(df, aes(x, y, group=x)) + 
  geom_boxplot()

enter image description here

This solution relies on two changes. First, to plot boxes positioned on a continuous x axis, we need to provide numeric rather than factor x values. However, this does not work by itself, because without x values being grouped by factor levels, ggplot no longer knows how to group the data into different boxes. So, we also need to provide an additional grouping variable.

Upvotes: 4

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