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Display Data with Multiple Scales and Axes Limits

You can use a variety of techniques to visualize data with multiple scales and axis limits. For example, you can use the yyaxis function create plots with two y-axes. To create plots with multiple x- and y-axes, multiple colorbars, or to create a plot with a discontinuous axis that is broken into intervals, use the tiledlayout function.

Display Data with Two y-Axes

Use the yyaxis function to create a plot with two y-axes. For example, you can use two y-axes to plot two lines on different scales.

Create an axes object, and activate the left y-axis by calling yyaxis left. Then plot a sine wave.

figure
yyaxis left
x = linspace(0,10);
y = sin(3*x);
plot(x,y)

Figure contains an axes object. The axes object contains an object of type line.

Activate the right y-axis by calling yyaxis right. Then plot an amplified sine wave.

yyaxis right
y2 = sin(3*x).*exp(0.5*x);
plot(x,y2)

Figure contains an axes object. The axes object contains 2 objects of type line.

Display Data with Multiple x-Axes and y-Axes

Since R2019b

To plot two sets of data with separate x- and y-axes, create two separate axes objects in a tiled chart layout. Within one of the axes objects, move the x-axis to the top of the plot box, and move the y-axis to the right side of the plot box.

For example, you can create two plots that have different x- and y-axis limits.

First, create two sets of x- and y-coordinates.

x1 = 0:0.1:40;
y1 = 4.*cos(x1)./(x1+2);
x2 = 1:0.2:20;
y2 = x2.^2./x2.^3;

Create a tiled chart layout and an axes object. Then plot into the axes:

  • Create a 1-by-1 tiled chart layout t.

  • Create an axes object ax1 by calling the axes function and specifying t as the parent object.

  • Plot x1 and y1 as a red line, and specify ax1 as the target axes.

  • Change the color of the x-axis and y-axis to match the plotted line. Setting properties on the axes after plotting ensures that the settings persist.

t = tiledlayout(1,1);
ax1 = axes(t);
plot(ax1,x1,y1,'-r')
ax1.XColor = 'r';
ax1.YColor = 'r';

Figure contains an axes object. The axes object contains an object of type line.

Create a second axes object and plot the second set of data in black rather than red. Then, set properties on the second axes object to move the x-axis and y-axis, and to ensure that neither plot obscures the other.

  • Create an axes object ax2 by calling the axes function and specifying t as the parent object.

  • Plot x2 and y2 as a black line, and specify ax2 as the target axes.

  • Move the x-axis to the top, and move the y-axis to the right.

  • Set the color of the axes object to 'none' so that the underlying plot is visible.

  • Turn off the plot boxes to prevent the box edges from obscuring the x- and y-axes.

ax2 = axes(t);
plot(ax2,x2,y2,'-k')
ax2.XAxisLocation = 'top';
ax2.YAxisLocation = 'right';
ax2.Color = 'none';
ax1.Box = 'off';
ax2.Box = 'off';

Figure contains 2 axes objects. Axes object 1 contains an object of type line. Axes object 2 contains an object of type line.

Plot Data on Discontinuous x-Axis

Since R2019b

You can use a tiled chart layout to give the appearance of a plot that is broken into intervals along one axis. For example, you might want to exclude one section of the x-axis to focus on other regions of interest.

Create coordinate vectors x and y.

x = 0:0.1:60;
y = 4.*cos(x)./(x+2);

Create a tiled chart layout containing two tiles, and place an axes object across both tiles. In the final presentation, this axes object will appear in the background, behind two other axes objects. A section of its x-axis will be visible to give the appearance of one long x-axis.

  • Create a 1-by-2 tiled chart layout t, and specify compact tile spacing. Setting the tile spacing allows you to control the size of the gap between the x-axis intervals.

  • Create the background axes bgAx by calling the axes function and specifying t as the parent object. Specify name-value arguments to remove all the ticks and turn off the plot box.

  • Span the background axes across both tiles by setting the Layout.TileSpan property of bgAx to [1 2].

figure
t = tiledlayout(1,2,'TileSpacing','compact');
bgAx = axes(t,'XTick',[],'YTick',[],'Box','off');
bgAx.Layout.TileSpan = [1 2];

Figure contains an axes object. The axes object is empty.

Create an axes object in front of bgAx in the first tile. Plot x and y, and set the x-axis limits to the first interval:

  • Create ax1 by calling the axes function and specifying t as the parent object. By default, the axes goes into the first tile.

  • Plot x and y into ax1.

  • Call the xline function to display a dotted vertical line at the upper limit of the first interval.

  • Set the x-axis limits to the first interval, [0 15].

  • Add an axis label to identify the first interval.

ax1 = axes(t);
plot(ax1,x,y)
xline(ax1,15,':');
ax1.Box = 'off';
xlim(ax1,[0 15])
xlabel(ax1, 'First Interval')

Figure contains 2 axes objects. Axes object 1 is empty. Axes object 2 contains 2 objects of type line, constantline.

Repeat the process to create another axes object and plot for the second interval. The axes appears in the first tile by default. Move it to the second tile by setting the Layout.Tile property of the axes to 2. Then, link the axes so that the limits of both y-axes match.

% Create second plot
ax2 = axes(t);
ax2.Layout.Tile = 2;
plot(ax2,x,y)
xline(ax2,45,':');
ax2.YAxis.Visible = 'off';
ax2.Box = 'off';
xlim(ax2,[45 60])
xlabel(ax2,'Second Interval')

% Link the axes
linkaxes([ax1 ax2], 'y')

Figure contains 3 axes objects. Axes object 1 is empty. Axes object 2 contains 2 objects of type line, constantline. Axes object 3 contains 2 objects of type line, constantline.

To add a title, pass the tiled chart layout to the title function.

title(t,'Attenuated Cosine Function')

Figure contains 3 axes objects. Axes object 1 is empty. Axes object 2 contains 2 objects of type line, constantline. Axes object 3 contains 2 objects of type line, constantline.

Display Two Sets of Data with Separate Colorbars

Since R2020b

An axes object can accommodate only one colorbar. To create a visualization with multiple colorbars, stack multiple axes objects in a tiled chart layout. Make only one of the axes visible, but display a colorbar next to each of them in an outer tile of the layout.

Create the coordinate vectors, size data, and color data for two bubble charts.

x = 1:15;
n = 70 * randn(1,15) + 50;
y1 = n + x.^2; 
y2 = n - linspace(1,225,15);
sz1 = rand(1,15);
sz2 = rand(1,15);
c = linspace(1,10,15);

Stack two axes objects, each containing a bubble chart, in a tiled chart layout.

  • Create a 1-by-1 tiled chart layout t.

  • Create axes object ax1 and a bubble chart with the winter colormap.

  • Create axes object ax2 and a bubble chart with the autumn colormap. Make this axes object invisible by setting the Visible property to 'off'.

  • Link the axes objects to keep them in sync. In this case, you can pass the children of t to the linkaxes function. Alternatively, you can pass a vector of individual axes objects to the function.

% create first bubble chart with winter colormap
t = tiledlayout(1,1);
ax1 = axes(t); 
bubblechart(ax1,x,y1,sz1,c)
colormap(ax1,'winter')

% create second bubble chart with autumn colormap
ax2 = axes(t);
bubblechart(ax2,x,y2,sz2,c)
colormap(ax2,'autumn')
ax2.Visible = 'off';

% link the limits of axes
linkaxes(t.Children)

Figure contains an axes object. The axes object contains an object of type bubblechart.

Display a colorbar with a label for each axes object in the east tile of the layout. The layout arranges the colorbars and keeps them aligned.

cb1 = colorbar(ax1);
cb1.Layout.Tile = 'east';
cb1.Label.String = 'Time (s)';

cb2 = colorbar(ax2);
cb2.Layout.Tile = 'east';
cb2.Label.String = 'Concentration (M)';

Figure contains an axes object. The axes object contains an object of type bubblechart.

See Also

Functions

Related Topics