# HG changeset patch # User nishanth # Date 1284558132 -19800 # Node ID 85ed0d5d28f86af0b560871f56162e8d20e64a4c # Parent fc545d07b0ffea93b2199934302710252471a8b8 added a newline before :: so that a colon does not appear in html diff -r fc545d07b0ff -r 85ed0d5d28f8 embellishing_a_plot.rst --- a/embellishing_a_plot.rst Wed Sep 15 19:11:13 2010 +0530 +++ b/embellishing_a_plot.rst Wed Sep 15 19:12:12 2010 +0530 @@ -9,7 +9,8 @@ then look at adding labels to x and y axes. we shall also look at adding annotations to the plot. -Let us start ipython with pylab loaded, by typing:: +Let us start ipython with pylab loaded, by typing +:: ipython -pylab @@ -17,7 +18,8 @@ {{{ shit to terminal and type ipython -pylab }}} -We shall first make a simple plot and start with decorating it.:: +We shall first make a simple plot and start with decorating it. +:: x = linspace(-2, 4, 20) plot(x, sin(x)) @@ -27,7 +29,8 @@ passing additional arguments to the plot command. The second argument that we shall be passing is colour. We shall first clear -the figure and plot the same in red colour.Hence:: +the figure and plot the same in red colour.Hence +:: clf() plot(x, sin(x), 'r') @@ -35,7 +38,8 @@ Plots the same curve but now in red colour. To alter the thickness of the line, we use the =linewidth= argument in the plot -command.Hence:: +command.Hence +:: plot(x, cos(x), linewidth=2) @@ -49,7 +53,8 @@ {{{ continue from paused state }}} -A combination of colour and linewidth would do the job for us. Hence:: +A combination of colour and linewidth would do the job for us. Hence +:: plot(x, sin(x), 'b', linewidth=3) @@ -60,19 +65,22 @@ Occasionally we would also want to alter the style of line. Sometimes all we want is just a bunch of points not joined. This is possible by passing the -linestyle argument along with or instead of the colour argument.Hence:: +linestyle argument along with or instead of the colour argument.Hence +:: clf() plot(x, sin(x), '.') produces a plot with only points. -To produce the same plot but now in blue colour, we do:: +To produce the same plot but now in blue colour, we do +:: clf() plot(x, sin(x), 'b.') -Other available options can be seen in the documentation of plot.:: +Other available options can be seen in the documentation of plot. +:: plot? @@ -85,7 +93,8 @@ {{{ continue from paused state }}} All we have to do is use a combination of linestyle and colour to acheive this. -Hence:: +Hence +:: clf() plot(x, cos(x), 'go') @@ -101,7 +110,8 @@ Now that we know how to produce a bare minimum plot with colour, style and thickness of our interest, we shall look at decorating the plot. -Let us start with a plot of the function -x^2 + 4x - 5.:: +Let us start with a plot of the function -x^2 + 4x - 5. +:: plot(x, -x*x + 4*x - 5, 'r', linewidth=2) @@ -110,7 +120,8 @@ We now have the plot in a colour and linewidth of our interest. As you can see, the figure does have any description describing the plot. -We will now add a title to the plot by using the =title= command.:: +We will now add a title to the plot by using the =title= command. +:: title("Parabolic function -x^2+4x-5") @@ -126,7 +137,8 @@ That is also possible by adding a $ sign before and after the part of the string that should be LaTex style. -for instance, we can use:: +for instance, we can use +:: title("Parabolic function $-x^2+4x-5$") @@ -142,14 +154,16 @@ {{{ continue from the paused state }}} -The solution is to enclose the whole string in between $. Hence,:: +The solution is to enclose the whole string in between $. Hence, +:: title("$Parabolic function -x^2+4x-5$") gives a title that looks neatly formatted. Although we have title, the plot is not complete without labelling x and y -axes. Hence we shall label x-axis to "x" and y-axis to "f(x)":: +axes. Hence we shall label x-axis to "x" and y-axis to "f(x)" +:: xlabel("x") @@ -158,7 +172,8 @@ As you can see, =xlabel= command takes a string as argument, similar to the =title= command and sets it to x-axis. -Similarly,:: +Similarly, +:: ylabel("f(x)") @@ -173,7 +188,8 @@ {{{ continue from paused state }}} Since we need LaTex style formatting, all we have to do is enclose the string -in between two $. Hence,:: +in between two $. Hence, +:: xlabel("$x$") yalbel("$f(x)$") @@ -184,7 +200,8 @@ The plot is now almost complete. Except that we have still not seen how to name the points. For example the point (2, -1) is the local maxima. We would -like to name the point accordingly. We can do this by using:: +like to name the point accordingly. We can do this by using +:: annotate("local maxima", xy=(2, -1))