Frequency percentage distribution histogram with R


 
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Old 03-10-2015
Frequency percentage distribution histogram with R

I am new to R and would like to calculate the percentage frequency distribution of h1 and h2. How can I combine h1 and h2 in one plot? I tried the following code.

Code:
 h1=c(5.18,4.61,3.30,7.58,3.00,3.80,1.95,2.67,2.77,2.73,2.33,3.36,3.50,1.91,4.25,3.87,2.86,2.26,2.00,3.86,3.33,3.59,4.00)
h2=c(2.1,2.1,2.6,2,3.6,2,2.7,1.8,3.1,3.9,3.8,2.6,1.9,2.6,2.1,3.9,2.7,1.8,2.1,2.3,2.2,2.6,1.8,2.3,2.3,3.7,3.3,1.9,2.4,2.6,2.4,3.4,2.4,2.2,1.8,2.1,2,1.2,3.9,1.9,3.4,2,2.2,2.3,2.6,2,3,1.8,1.6,1.5,2.6,3.2,2.3)
h = hist(h1)
h$density = h$counts/sum(h$counts)*100
plot(h, freq=F, ylab='Percentage')

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GSL-HISTOGRAM(1)					      General Commands Manual						  GSL-HISTOGRAM(1)

NAME
gsl-histogram - compute histogram of data on stdin SYNOPSYS
gsl-histogram xmin xmax [n] DESCRIPTION
gsl-histogram is a demonstration program for the GNU Scientific Library. It takes three arguments, specifying the upper and lower bounds of the histogram and the number of bins. It then reads numbers from `stdin', one line at a time, and adds them to the histogram. When there is no more data to read it prints out the accumulated histogram using gsl_histogram_fprintf. If n is unspecified then bins of inte- ger width are used. EXAMPLE
Here is an example. We generate 10000 random samples from a Cauchy distribution with a width of 30 and histogram them over the range -100 to 100, using 200 bins. gsl-randist 0 10000 cauchy 30 | gsl-histogram -100 100 200 > histogram.dat A plot of the resulting histogram will show the familiar shape of the Cauchy distribution with fluctuations caused by the finite sample size. awk '{print $1, $3 ; print $2, $3}' histogram.dat | graph -T X SEE ALSO
gsl(3), gsl-randist(1). AUTHOR
gsl-histogram was written by Brian Gough. Copyright 1996-2000; for copying conditions see the GNU General Public Licence. This manual page was added by the Dirk Eddelbuettel <edd@debian.org>, the Debian GNU/Linux maintainer for GSL. GNU
GSL-HISTOGRAM(1)