[R] Histogram with colors according to factor

ONKELINX, Thierry Thierry.ONKELINX at inbo.be
Tue Jul 8 14:43:03 CEST 2008


After reading your question again I came up with these plots.

dataset <- data.frame(x = c(rnorm(1000), rnorm(200, mean = 1)), y =
gl(2, 100, labels = LETTERS[1:2]))
ggplot(dataset, aes(x = x, group = y)) + stat_bin(aes(fill = ..count..),
width = 0.2) + scale_fill_gradient(low = "red", high = "green")
ggplot(dataset, aes(x = x)) + stat_bin(aes(fill = ..ncount..), width =
0.2) + scale_fill_gradient(low = "red", high = "green") + facet_grid(. ~
y)
ggplot(dataset, aes(x = x)) + stat_bin(aes(fill = ..count..), width =
0.2) + scale_fill_gradient(low = "red", high = "green") + facet_grid(. ~
y)

HTH,

Thierry 


------------------------------------------------------------------------
----
ir. Thierry Onkelinx
Instituut voor natuur- en bosonderzoek / Research Institute for Nature
and Forest
Cel biometrie, methodologie en kwaliteitszorg / Section biometrics,
methodology and quality assurance
Gaverstraat 4
9500 Geraardsbergen
Belgium 
tel. + 32 54/436 185
Thierry.Onkelinx op inbo.be 
www.inbo.be 

To call in the statistician after the experiment is done may be no more
than asking him to perform a post-mortem examination: he may be able to
say what the experiment died of.
~ Sir Ronald Aylmer Fisher

The plural of anecdote is not data.
~ Roger Brinner

The combination of some data and an aching desire for an answer does not
ensure that a reasonable answer can be extracted from a given body of
data.
~ John Tukey

-----Oorspronkelijk bericht-----
Van: r-help-bounces op r-project.org [mailto:r-help-bounces op r-project.org]
Namens Hans W. Borchers
Verzonden: dinsdag 8 juli 2008 14:23
Aan: r-help op r-project.org
Onderwerp: Re: [R] Histogram with colors according to factor


No; thanks for your try, but this is not what I want.

Here each bar has one single color. I would like to render each bar with
several colors according to the distribution of a factor.

I now learned that this is called "stacked histogram" (damned Excel).
In
the following entry

    https://stat.ethz.ch/pipermail/r-help/2007-April/129645.html

Deepayan Sarkar has provided a solution though he doubts its value.
Still, I
find "stacked histograms" a vuable tool during exploratory data
analysis. 

Hans Werner


Is this what you want?

dataset <- data.frame(x = c(rnorm(100), runif(100), rchisq(100, 1)), y =
gl(3, 100, labels = LETTERS[1:3]))
ggplot(dataset, aes(x = x, fill = y)) + geom_histogram()
ggplot(dataset, aes(x = x, fill = y)) + geom_histogram(position =
"dodge")

HTH,

Thierry 


-----
----
Hans W. Borchers
ABB Corporate Research Germany
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