I'm trying to plot an histogram for one variable with ggplot2. Unfortunately, the default binwidth of ggplot2 leaves something to be desired:
I've tried to play with binwidth
, but I am unable to get rid of that ugly "empty" bin:
Amusingly (to me), the default hist()
function of R seems to produce a much better "segmentation" of the bins:
Since I'm doing all my other graphs with ggplot2, I'd like to use it for this one as well - for consistency. How can I produce the same bin "segmentation" of the hist()
function with ggplot2?
I tried to input hist
at the terminal, but I only got
function (x, ...)
UseMethod("hist")
<bytecode: 0x2f44940>
<environment: namespace:graphics>
which bears no information for my problem.
I am producing my histograms in ggplot2 with the following code:
ggplot(mydata, aes(x=myvariable)) + geom_histogram(color="darkgray",fill="white", binwidth=61378) + scale_x_continuous("My variable") + scale_y_continuous("Subjects",breaks=c(0,2.5,5,7.5,10,12.5),limits=c(0,12.5)) + theme(axis.text=element_text(size=14),axis.title=element_text(size=16,face="bold"))
One thing I should add is that looking at the histogram produced byhist()
, it would seem that the bins have a width of 50000 (e.g. from 1400000 to 1600000 there are exactly two bins); setting binwidth to 50000 in ggplot2 does not produce the same graph. The graph produced by ggplot2 has the same gap.