Created
January 15, 2019 09:13
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X axis in matplotlib with different scales
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# 將不同資料長度畫在不同的為度上 | |
# ref https://matplotlib.org/examples/axes_grid/demo_parasite_axes2.html | |
import matplotlib.pyplot as plt | |
x_values1=[1,2,3,4,5] | |
y_values1=[1,2,2,4,1] | |
x_values2=[-1000,-800,-600,-400,-200,-100,0] | |
y_values2=[10,20,39,40,50,60,10] | |
x_values3=[150,200,250,300,350] | |
y_values3=[10,20,30,40,50] | |
fig=plt.figure() | |
ax=fig.add_subplot(111, label="1") | |
ax2=fig.add_subplot(111, label="2", frame_on=False) | |
ax3=fig.add_subplot(111, label="3", frame_on=False) | |
ax.plot(x_values1, y_values1, color="C0") | |
ax.set_xlabel("x label 1", color="C0") | |
ax.set_ylabel("y label 1", color="C0") | |
ax.tick_params(axis='x', colors="C0") | |
ax.tick_params(axis='y', colors="C0") | |
ax2.scatter(x_values2, y_values2, color="C1") | |
ax2.xaxis.tick_top() | |
ax2.yaxis.tick_right() | |
ax2.set_xlabel('x label 2', color="C1") | |
ax2.set_ylabel('y label 2', color="C1") | |
ax2.xaxis.set_label_position('top') | |
ax2.yaxis.set_label_position('right') | |
ax2.tick_params(axis='x', colors="C1") | |
ax2.tick_params(axis='y', colors="C1") | |
ax3.plot(x_values3, y_values3, color="C3") | |
ax3.set_xticks([]) | |
ax3.set_yticks([]) | |
plt.show() |
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