Gnuplot is a powerful and free plotting utility that is available for most architectures and operating systems.
The interface is command line driven, although there are a number of WYSISYG front ends, as well as a gnuplot mode for gnu-emacs. This introductory tutorial will lead you through the command line interface so that you may
Let's assume that you have written a Java
program that produces two column output that
like the following
#this is output
#this is a comment
Because it is somewhat difficult to save data to a file in Java (for good reason), you must use a trick called "re-direction." For example, if the program, Exp.java, produces a set of data points that are printed to the stdout (standard output) (which means that it displays the program output to the terminal), you need to put the data to a file as follows. Here is how to put the information in a file called foo.dat.host$ java Exp > foo.dat
We can now go ahead and use gnuplot.
At the command line type
You will see the prompt change to something like
G N U P L O T
Linux version 3.7
last modified Fri Oct 22 18:00:00 BST 1999
Copyright(C) 1986 - 1993, 1998, 1999
Thomas Williams, Colin Kelley and many others
Type `help` to access the on-line reference manual
The gnuplot FAQ is available from
Send comments and requests for help to email@example.com>
Send bugs, suggestions and mods to firstname.lastname@example.org>
Terminal type set to 'x11'
Now you are ready to make a plot. The first simple command is
gnuplot> plot 'foo.dat'
There is one problem and that is the existence of text or other spurious information at the top of your data file such as instructions or other "headers." It is suggested that you keep this information in the file, but comment them out using the pound sign #. (See the above data. You can have your Java program insert these.) Now you should be looking at a window like the one below.
If you would like to fit this data to an exponential form, you will need to give gnuplot the functional form that you would like to use to fit the data, with some appropriate fitting parameters.
gnuplot> f(x) = a * exp (-x*b)
After giving gnuplot the form above, invoke the fitting function by
gnuplot> fit f(x) 'foo.dat' via a,b
After giving this command, you will receive output such as this
Final set of parameters Asymptotic Standard Error
a = 1 +/- 8.276e-08 (8.276e-06%)
b = 10 +/- 1.23e-06 (1.23e-05%)
correlation matrix of the fit parameters:
b 0.671 1.000
Once you have fit the data and are comfortable
with the amount of error (the error in this case is
about 10^-6), we can plot
the fit and the data together:
gnuplot> plot f(x), 'foo.dat'
Quantities plotted together are separated by commas. Now we can see the quality of the fit we have chosen.
I have changed the look of the data points style with some simple modifiers.
You can now plot and fit data. This introduction is only a minimal amount of the things you can do with gnuplot, and I suggest that you read the help information thoroughly. By typing help at the prompt, you will be shown a wealth of information.
The most important command
other than plot and help is set. Set controls most of the way you will interact
with gnuplot. If you type set at the prompt,
you will see most of the information that
is contained within gnuplot's help system.
gnuplot> help set
To output your data to postscript (namely encapsulated postscript) so that you can include it in your TeX documents, you must invoke the set command. There are a number of what are known as TERMS. When you first start gnuplot, the term is automatically set to be x11, which gives the output that produces the windows that are the plots above. To change the term to be encapsulated postscript (a vector graphics format), you must set the term.
gnuplot> set term post eps
You will then see this response from gnuplot
Options are 'eps noenhanced monochrome dashed defaultplex "Helvetica" 14'
Now you must set the output format. Because you are going to want the output to a file, you will have to give gnuplot a filename in which to write. Lets call the file foo.eps
gnuplot> set output 'foo.eps'
Because this is a filename or a string, you will need to use the single quote/tickmark '<filename>' around all filenames. Then just replot your data and fit.
gnuplot> plot f(x), 'foo.dat'
Now we must reset the term and the output back to x11, which is accomplished by re-typing the commands
gnuplot> set term x11
gnuplot> set output
The output is left empty as to not confuse things.Updated 26 February 2001 by Dan Blair.