In [7]:

    

from ggplot import ggplot, diamonds, aes, geom_density, scale_color_brewer, facet_wrap


    

In [2]:

    

diamonds.head()


    

    
Out[2]:






  

    

      

      
carat
      
cut
      
color
      
clarity
      
depth
      
table
      
price
      
x
      
y
      
z
    
  
  

    

      
0
      
0.23
      
Ideal
      
E
      
SI2
      
61.5
      
55.0
      
326
      
3.95
      
3.98
      
2.43
    
    

      
1
      
0.21
      
Premium
      
E
      
SI1
      
59.8
      
61.0
      
326
      
3.89
      
3.84
      
2.31
    
    

      
2
      
0.23
      
Good
      
E
      
VS1
      
56.9
      
65.0
      
327
      
4.05
      
4.07
      
2.31
    
    

      
3
      
0.29
      
Premium
      
I
      
VS2
      
62.4
      
58.0
      
334
      
4.20
      
4.23
      
2.63
    
    

      
4
      
0.31
      
Good
      
J
      
SI2
      
63.3
      
58.0
      
335
      
4.34
      
4.35
      
2.75
    
  

In [3]:

    

%matplotlib inline


    

In [4]:

    

ggplot(diamonds, aes(x='price', color='clarity')) + \
    geom_density() + \
    scale_color_brewer(type='div', palette=7) + \
    facet_wrap('cut')


    

    




//anaconda/lib/python2.7/site-packages/matplotlib/__init__.py:872: UserWarning: axes.color_cycle is deprecated and replaced with axes.prop_cycle; please use the latter.
  warnings.warn(self.msg_depr % (key, alt_key))






    













    
Out[4]:





<ggplot: (292194865)>

In [ ]: