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pylab_examples example code: scatter_masked.py¶

(Source code, png, pdf)

../../_images/scatter_masked.png

import matplotlib.pyplot as plt
import numpy as np

N = 100
r0 = 0.6
x = 0.9*np.random.rand(N)
y = 0.9*np.random.rand(N)
area = np.pi*(10 * np.random.rand(N))**2  # 0 to 10 point radiuses
c = np.sqrt(area)
r = np.sqrt(x*x + y*y)
area1 = np.ma.masked_where(r < r0, area)
area2 = np.ma.masked_where(r >= r0, area)
plt.scatter(x, y, s=area1, marker='^', c=c, hold='on')
plt.scatter(x, y, s=area2, marker='o', c=c)
# Show the boundary between the regions:
theta = np.arange(0, np.pi/2, 0.01)
plt.plot(r0*np.cos(theta), r0*np.sin(theta))

plt.show()

Keywords: python, matplotlib, pylab, example, codex (see Search examples)