Difference between revisions of "Gnuplot"
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In the example above, we defined a function <code>f(x)</code> that was a function of only one variable. However, we can define function of multiple variables. This can be very handy if we would like to plot a function with a variable parameter. For example, we may want to plot a Gaussian, but allow the center and width to be changed. We could define a Gauss function, | In the example above, we defined a function <code>f(x)</code> that was a function of only one variable. However, we can define function of multiple variables. This can be very handy if we would like to plot a function with a variable parameter. For example, we may want to plot a Gaussian, but allow the center and width to be changed. We could define a Gauss function, | ||
| − | gnuplot> | + | gnuplot> gauss(sigma, x0, x) = exp( - (x - x0)**2 / (2*sigma*sigma)) |
To plot this function for different values of <code>x0</code> and <code>sigma</code>, we just provide values directly in the plot command | To plot this function for different values of <code>x0</code> and <code>sigma</code>, we just provide values directly in the plot command | ||
| − | gnuplot> plot | + | gnuplot> plot gauss(.5,0,x), Gauss(0.5,1,x) |
| + | |||
| + | [[file:gnuplot_tutorial_pic_007.png]] | ||
====plotting data from a file==== | ====plotting data from a file==== | ||
Revision as of 19:24, 13 March 2012
Gnuplot is a terminal based plotting application. This means that you interact with gnuplot by typing commands at a prompt. This turns out to be very convenient, because it means that you can always save or create a gnuplot configuration into a plain text file.
Contents
Installation
If gnuplot is not already installed on your system, you need to install it. The method of install will depend on your OS and distribution. A few common examples are
- Gentoo
# must run as root > emerge gnuplot
- Ubuntu
> sudo apt-get install gnuplot
- Fedora
# must run as root > yum install gnuplot
- Debian
# must run as root > apt-get install gnuplot
- Windows
- A windows install file can be downloaded from the gnuplot sourceforge page here
- Other
- Of course, gnuplot can be built from source on any other Unix based machine such as Mac OS X and Linux.
Plotting
gnuplot is a program created to plot stuff. You can plot functions or data. There are two commands for plotting, plot and splot. plot is used to plot 2D functions while splot is used to plot 3D functions.
basic plotting
The plot command has the following form
gnuplot> plot [ function | 'filename' ] [ modifiers ]
gnuplot has great support for all common (and many uncommon) functions. For example, to plot sin(x),
gnuplot> plot sin(x)
Note that x is a special variable that gnuplot reconizes as the dependent variable. Multiple functions can be plotted on the same graph, just separate each with a comma
gnuplot> plot sin(x), cos(x)
We control the what and how our plot is displayed by setting options. Options are set with the set command. For example, to set the graph title, we set the title option to a string containing the title.
gnuplot> set title "Sine and Cosine"
Notice that the graph does not change after you set the title option. gnuplot will not redraw the graph until we either issue another plot command, or tell it to replot what we previously plotted with the ...replot command.
gnuplot> replot # redraw the previous plot with new options
Other important options include xlabel (the x-axis label), ylabel (the y-axis label) and key (sets the position of the legend). The legend is located in the top-right corner of the graph by default, which is in the way in the example above. To label the axis and move the key,
gnuplot> set xlabel "time (s)" gnuplot> set ylabel "current (A)" gnuplot> set key top left
By default, gnuplot will "autoscale" the y axis (when plotting data from a file, the x axis is autoscaled too). To set the x and y axis ranges, set the xrange and yrange options.
gnuplot> xrange[0:10] gnuplot> yrange[-2:2]
Autoscaling can always be re-enabled by setting the autoscale option
gnuplot> set autoscale
or, to enable autoscaling for the x or y axis individually,
gnuplot> set autoscale x # autoscale the x axis gnuplot> set autoscale y # autoscale the y axis
gnuplot allows aritrarly complex functions to be plotted. These can either be built directly in the plot command,
gnuplot> plot sin(x) + cos(2*x) + 3*sin(4*x)
or you can define a function and plot it
gnuplot> f(x) = sin(x) + cos(2*x) + 3*sin(4*x) gnuplot> plot f(x)
user-defined function
gnuplot allows the user to define arbitrary functions. Function definitions have the following form
gnuplot> function_name(arg1, [arg2, ...] ) = expression
In the example above, we defined a function f(x) that was a function of only one variable. However, we can define function of multiple variables. This can be very handy if we would like to plot a function with a variable parameter. For example, we may want to plot a Gaussian, but allow the center and width to be changed. We could define a Gauss function,
gnuplot> gauss(sigma, x0, x) = exp( - (x - x0)**2 / (2*sigma*sigma))
To plot this function for different values of x0 and sigma, we just provide values directly in the plot command
gnuplot> plot gauss(.5,0,x), Gauss(0.5,1,x)
plotting data from a file
We often need to plot data that is stored in a file. gnuplot has a very powerful set of utilities for plotting data from a file. The data files used in the examples that follow can be downloaded here.
gnuplot reads plain text files in table format: one row per line with columns separated by white space. Each row in the table is used to create one data point on the graph. The simplest file that gnuplot can read contains just two columns of data points,
> cat simple.txt 0.0 1.1 0.1 1.3 0.2 1.4 ...
modifiers
- using
- select columns from
