如何制作matplotlib散点图方块?

时间:2015-01-24 03:35:54

标签: python matplotlib plot scatter-plot aspect-ratio

在gnuplot中,我可以这样做以获得方形图:

set size square

matplotlib中的等价物是什么?我试过这个:

import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
plt.rcParams['backend'] = 'TkAgg'
x = [0, 0.2, 0.4, 0.6, 0.8]
y = [0, 0.5, 1, 1.5, 2.0]
colors = ['k']*len(x)
plt.scatter(x, y, c=colors, alpha=0.5)
plt.axes().set_aspect('equal', adjustable='datalim')
plt.xlim((0,2))
plt.ylim((0,2))
plt.grid(b=True, which='major', color='k', linestyle='--')
plt.savefig('{}.png'.format(rsID), dpi=600)
plt.close()
plt.clf()

我得到一个正方形网格,但情节本身不是正方形。如何使x范围从0到2并使图形正方形? enter image description here

2 个答案:

答案 0 :(得分:5)

你可以这样做:

import matplotlib.pyplot as plt

fig, ax = plt.subplots()
x = [0, 0.2, 0.4, 0.6, 0.8]
y = [0, 0.5, 1, 1.5, 2.0]
colors = ['k']*len(x)
ax.scatter(x, y, c=colors, alpha=0.5)
ax.set_xlim((0,2))
ax.set_ylim((0,2))
x0,x1 = ax.get_xlim()
y0,y1 = ax.get_ylim()
ax.set_aspect(abs(x1-x0)/abs(y1-y0))
ax.grid(b=True, which='major', color='k', linestyle='--')
fig.savefig('test.png', dpi=600)
plt.close(fig)

enter image description here

答案 1 :(得分:3)

设置图中的大小:

import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
plt.rcParams['backend'] = 'TkAgg'
x = [0, 0.2, 0.4, 0.6, 0.8]
y = [0, 0.5, 1, 1.5, 2.0]
colors = ['k']*len(x)
fig = plt.figure(figsize=(6,6)) # default is (8,6)
ax = fig.add_subplot(111, aspect='equal')
ax.scatter(x, y, c=colors, alpha=0.5)
ax.set_xlim((0,2))
ax.set_ylim((0,2))
ax.grid(b=True, which='major', color='k', linestyle='--')