In [2]:

    

from ggplot import *
%matplotlib inline


    

In [3]:

    

ggplot(aes(x='date', y='beef'), data=meat) + \
    geom_point() + \
    stat_smooth()


    

    













    
Out[3]:





<ggplot: (288176061)>

In [4]:

    

ggplot(aes(x='date', y='beef'), data=meat) + \
    geom_point() + \
    stat_smooth(method='loess')


    

    













    
Out[4]:





<ggplot: (290075077)>

In [16]:

    

ggplot(aes(x='date', y='beef'), data=meat) + \
    geom_point() + \
    stat_smooth(method='ma', window=12)


    

    













    
Out[16]:





<ggplot: (293523049)>

In [17]:

    

pigeons.head()


    

    
Out[17]:






  

    

      

      
pos
      
breeder
      
pigeon
      
name
      
color
      
sex
      
ent
      
arrival
      
speed
      
to_win
      
eligible
    
  
  

    

      
0
      
1
      
Texas Outlaws
      
19633-AU15-FOYS
      
NaN
      
BCWF
      
H
      
1
      
42:14.0
      
172.155
      
0:00:00
      
Yes
    
    

      
1
      
2
      
Junior Juanich
      
0402-AU15-JRL
      
NaN
      
SIWF
      
H
      
1
      
47:36.0
      
163.569
      
0:05:21
      
Yes
    
    

      
2
      
3
      
Jerry Allensworth
      
0404-AU15-VITA
      
Perch Potato
      
BB
      
H
      
1
      
47:41.0
      
163.442
      
0:05:27
      
Yes
    
    

      
3
      
4
      
Alias-Alias
      
2013-AU15-ALIA
      
NaN
      
BBSP
      
H
      
1
      
47:43.0
      
163.392
      
0:05:28
      
Yes
    
    

      
4
      
5
      
Greg Glazier
      
5749-AU15-SLI
      
NaN
      
BC
      
H
      
1
      
47:44.0
      
163.366
      
0:05:30
      
Yes
    
  

In [20]:

    

ggplot(pigeons, aes(x='speed', y='pos')) + \
    geom_point(size=1000, color='OldLace')


    

    













    
Out[20]:





<ggplot: (296454589)>

In [26]:

    

ggplot(pigeons, aes(x='speed', y='pos')) + \
    geom_point() + \
    stat_smooth(method='lm', se=False)


    

    













    
Out[26]:





<ggplot: (298776365)>

In [27]:

    

ggplot(pigeons, aes(x='speed', y='pos')) + \
    geom_point() + \
    stat_smooth(method='loess')


    

    













    
Out[27]:





<ggplot: (297713925)>

In [28]:

    

ggplot(pigeons, aes(x='speed', y='pos')) + \
    geom_point() + \
    stat_smooth(method='loess', se=False)


    

    













    
Out[28]:





<ggplot: (297486349)>

In [34]:

    

ggplot(pigeons, aes(x='speed', y='pos')) + \
    geom_point() + \
    stat_smooth(method='loess', se=False) + \
    facet_wrap("breeder")


    

    













    
Out[34]:





<ggplot: (309876873)>

In [ ]: