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Third y-axis not visible with seaborn darkgrid style

0

The problem arises when using the darkgrid style in seaborn with multi y-axis plots. The third axis is white and it is placed outside of the dark background.
Is there a way to extend the dark background or to color the third axis as the background?

import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
sns.set()
sns.set_style("darkgrid")
colors = sns.color_palette('deep')
a = np.asarray([0., 1., 2., 3., 4., 5.])
b = np.sin(a)
c = np.sin(a/2)
d = np.sin(a/3)
fig = plt.figure()
host = fig.add_subplot(111)
par1 = host.twinx()
par2 = host.twinx()
host.set_xlabel("x")
host.set_ylabel("y1")
par1.set_ylabel("y2")
par2.set_ylabel("y3")
p1, = host.plot(a, b, color='r', label="y1")
p2, = par1.plot(a, c*2, color='b', label="y2")
p3, = par2.plot(a, d/2, color='g', label="y3")
lns = [p1, p2, p3]
host.legend(handles=lns, loc='lower center')
par2.spines['right'].set_position(('outward', 60))
par1.grid(False)
par2.grid(False)
host.yaxis.label.set_color(p1.get_color())
par1.yaxis.label.set_color(p2.get_color())
par2.yaxis.label.set_color(p3.get_color())
plt.show()

seaborn

share|improve this question

asked Mar 7 at 17:27

MatteoMatteo

263

• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  I think that plot would be very hard to read. But if you want to still do it you could move the second axis inwards and let the third one be at the original position.
  
  – ImportanceOfBeingErnest
  Mar 8 at 19:25
  

  
  
  
  

add a comment | 

0

The problem arises when using the darkgrid style in seaborn with multi y-axis plots. The third axis is white and it is placed outside of the dark background.
Is there a way to extend the dark background or to color the third axis as the background?

import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
sns.set()
sns.set_style("darkgrid")
colors = sns.color_palette('deep')
a = np.asarray([0., 1., 2., 3., 4., 5.])
b = np.sin(a)
c = np.sin(a/2)
d = np.sin(a/3)
fig = plt.figure()
host = fig.add_subplot(111)
par1 = host.twinx()
par2 = host.twinx()
host.set_xlabel("x")
host.set_ylabel("y1")
par1.set_ylabel("y2")
par2.set_ylabel("y3")
p1, = host.plot(a, b, color='r', label="y1")
p2, = par1.plot(a, c*2, color='b', label="y2")
p3, = par2.plot(a, d/2, color='g', label="y3")
lns = [p1, p2, p3]
host.legend(handles=lns, loc='lower center')
par2.spines['right'].set_position(('outward', 60))
par1.grid(False)
par2.grid(False)
host.yaxis.label.set_color(p1.get_color())
par1.yaxis.label.set_color(p2.get_color())
par2.yaxis.label.set_color(p3.get_color())
plt.show()

seaborn

share|improve this question

asked Mar 7 at 17:27

MatteoMatteo

263

• 
  
  
  

  
  

  
  
  
  
  
  

  
  
  I think that plot would be very hard to read. But if you want to still do it you could move the second axis inwards and let the third one be at the original position.
  
  – ImportanceOfBeingErnest
  Mar 8 at 19:25
  

  
  
  
  

add a comment | 

The problem arises when using the darkgrid style in seaborn with multi y-axis plots. The third axis is white and it is placed outside of the dark background.
Is there a way to extend the dark background or to color the third axis as the background?

import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
sns.set()
sns.set_style("darkgrid")
colors = sns.color_palette('deep')
a = np.asarray([0., 1., 2., 3., 4., 5.])
b = np.sin(a)
c = np.sin(a/2)
d = np.sin(a/3)
fig = plt.figure()
host = fig.add_subplot(111)
par1 = host.twinx()
par2 = host.twinx()
host.set_xlabel("x")
host.set_ylabel("y1")
par1.set_ylabel("y2")
par2.set_ylabel("y3")
p1, = host.plot(a, b, color='r', label="y1")
p2, = par1.plot(a, c*2, color='b', label="y2")
p3, = par2.plot(a, d/2, color='g', label="y3")
lns = [p1, p2, p3]
host.legend(handles=lns, loc='lower center')
par2.spines['right'].set_position(('outward', 60))
par1.grid(False)
par2.grid(False)
host.yaxis.label.set_color(p1.get_color())
par1.yaxis.label.set_color(p2.get_color())
par2.yaxis.label.set_color(p3.get_color())
plt.show()

seaborn

share|improve this question

asked Mar 7 at 17:27

MatteoMatteo

263

import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
sns.set()
sns.set_style("darkgrid")
colors = sns.color_palette('deep')
a = np.asarray([0., 1., 2., 3., 4., 5.])
b = np.sin(a)
c = np.sin(a/2)
d = np.sin(a/3)
fig = plt.figure()
host = fig.add_subplot(111)
par1 = host.twinx()
par2 = host.twinx()
host.set_xlabel("x")
host.set_ylabel("y1")
par1.set_ylabel("y2")
par2.set_ylabel("y3")
p1, = host.plot(a, b, color='r', label="y1")
p2, = par1.plot(a, c*2, color='b', label="y2")
p3, = par2.plot(a, d/2, color='g', label="y3")
lns = [p1, p2, p3]
host.legend(handles=lns, loc='lower center')
par2.spines['right'].set_position(('outward', 60))
par1.grid(False)
par2.grid(False)
host.yaxis.label.set_color(p1.get_color())
par1.yaxis.label.set_color(p2.get_color())
par2.yaxis.label.set_color(p3.get_color())
plt.show()

share|improve this question

asked Mar 7 at 17:27

MatteoMatteo

263

share|improve this question

asked Mar 7 at 17:27

MatteoMatteo

263

asked Mar 7 at 17:27

MatteoMatteo

263

asked Mar 7 at 17:27

MatteoMatteo

263