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March 31, 2017 20:08
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Quick 3d plot snippet for 4 series on the same plot
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import matplotlib.pyplot as plt | |
from mpl_toolkits.mplot3d import Axes3D | |
# generally, it's not advised to make 3d plots becuase they're not very transferable | |
# and there's usually ways to do dimensionality reduction. However, sometimes it's useful | |
# for exploratory purposes. | |
fig = plt.figure(figsize=(14,9.5)) | |
ax = fig.add_subplot(111, projection='3d') | |
ax.scatter(x1, y1, z1, label='data1', c='k') | |
ax.scatter(x2, y2, z2, label='data2', c='r') | |
ax.scatter(x3, y3, z3, label='data3', c='b') | |
ax.scatter(x4, y4, z4, label='data4', c='g') | |
plt.title("VACS, scaled") | |
plt.xlabel('xlabel') | |
plt.ylabel('ylabel') | |
plt.zlabel('zlabel') | |
plt.title("title") | |
plt.legend(fontsize=14, loc="upper left") | |
plt.savefig('3d-scatterplot.png') | |
plt.show() |
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