Matplotlib is a library in Python and it is numerical – mathematical extension for NumPy library. The Axes Class contains most of the figure elements: Axis, Tick, Line2D, Text, Polygon, etc., and sets the coordinate system. And the instances of Axes supports callbacks through a callbacks attribute.
matplotlib.axes.Axes.get_data_ratio() Function
The Axes.get_data_ratio() function in axes module of matplotlib library is used to get the aspect ratio of the raw data.
Syntax: Axes.get_data_ratio(self)
Parameters: This method does not accepts any parameter.
Returns: This method return the aspect ratio of the raw data.
Below examples illustrate the matplotlib.axes.Axes.get_data_ratio() function in matplotlib.axes:
Example 1:
# Implementation of matplotlib function import matplotlib.pyplot as plt
import numpy as np
fig, ax1 = plt.subplots()
x = np.random.randn( 20 , 50 )
x[ 12 , :] = 0.
x[:, 22 ] = 0.
ax1.spy(x) ax1.set_title( "Value Return by get_data_ratio : "
+ str (ax1.get_data_ratio()) + "\n" )
fig.suptitle('matplotlib.axes.Axes.get_data_ratio() \ Example') plt.show() |
Output:
Example 2:
# Implementation of matplotlib function import matplotlib.pyplot as plt
import numpy as np
fig, [(ax1, ax2), (ax3, ax4)] = plt.subplots( 2 , 2 )
x = np.random.randn( 20 , 50 )
x[ 5 , :] = 0.
x[:, 12 ] = 0.
ax1.spy(x, markersize = 4 )
ax2.spy(x, precision = 0.2 , markersize = 4 )
ax3.spy(x) ax4.spy(x, precision = 0.4 )
ax1.set_title( "Value Return by get_data_ratio : "
+ str (ax1.get_data_ratio()) + "\n" )
ax2.set_title( "Value Return by get_data_ratio : "
+ str (ax2.get_data_ratio()) + "\n" )
ax3.set_title( "Value Return by get_data_ratio : "
+ str (ax3.get_data_ratio()) + "\n" )
ax4.set_title( "Value Return by get_data_ratio : "
+ str (ax4.get_data_ratio()) + "\n" )
fig.suptitle('matplotlib.axes.Axes.get_data_ratio\ Example')
plt.show() |
Output: