How to Make a Square Plot With Equal Axes in Matplotlib?
In this article, we are going to discuss how to illustrate a square plot with equal axis using matplotlib module. We can depict a Square plot using matplotlib.axes.Axes.set_aspect() and matplotlib.pyplot.axis() methods.
Using set_aspect() method
Syntax: matplotlib.axes.Axes.set_aspect()
Parameters:
- aspect : This parameter accepts the following value {‘auto’, ‘equal’} or num.
- adjustable : This defines which parameter will be adjusted to meet the required aspect.
- anchor : This parameter is used to define where the Axes will be drawn if there is extra space due to aspect constraints.
- share: This parameter is used to apply the settings to all shared Axes.
Example 1:
We can generate a square plot using matplotlib.axes.Axes.set_aspect() method. We will assign equal as an aspect argument and box as adjustable argument.
Python3
# import required module# import required modulesimport numpy as npimport matplotlib.pyplot as plt # adjust coordinatesx = y = [i for i in range(0, 6)] # depict illustartionfig = plt.figure()ax = fig.add_subplot()plt.plot(x, y) # square plotax.set_aspect('equal', adjustable='box')plt.show() |
Output:
Example 2:
The above example possibly yields a square plot when ranges for the two tomahawks are set to be the equivalent. To produce a square plot in the overall case, we need to physically set the viewpoint proportion utilizing the accompanying order:
axes.set_aspect(1./axes.get_data_ratio())
Python3
# import required modulesimport numpy as npimport matplotlib.pyplot as plt # adjust coordinatesx = y = [i for i in range(0, 6)] # depict illustartionfig = plt.figure()ax = fig.add_subplot()plt.plot(x, y) # square plotax.set_aspect(1.0/ax.get_data_ratio(), adjustable='box')plt.show() |
Output:
Using axis() method
Syntax: matplotlib.pyplot.axis()
Parameters:
- xmin, xmax, ymin, ymax:These parameters can be used to set the axis limits on the graph.
- emit:Its a bool value used to notify observers of the axis limit change.
Example 1:
In this example, we pass square as an argument to matplotlib.pyplot.axis(), it illustrates a square plot.
Python3
# import required module# import required modulesimport numpy as npimport matplotlib.pyplot as plt # adjust coordinatesx=y=[i for i in range(0,6)] # plot coordinatesplt.plot(x,y) # square plotplt.axis('square') # depict illustrationplt.show() |
Output:
Example 2:
Here is another example to illustrate a square plot using axis() method.
Python3
# importing moduleimport matplotlib.pyplot as plt # assigning x and y coordinatesx = [-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5]y = [] for i in range(len(x)): y.append(max(0, x[i])) # depicting the visualizationplt.plot(x, y, color='green')plt.xlabel('X')plt.ylabel('Y') # square plotplt.axis('square') # displaying the titleplt.title('ReLU Function') |
Output:
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