In [1]:

    

import pysal.lib 
import geopandas as gpd
from pysal.viz import mapclassify as mc


    

In [2]:

    

columbus = gpd.read_file(pysal.lib.examples.get_path('columbus.shp'))


    

In [3]:

    

q5 = mc.Quantiles(columbus.CRIME, k=5)


    

In [4]:

    

q5


    

    
Out[4]:





               Quantiles                
 
Lower            Upper             Count
========================================
         x[i] <= 19.023               10
19.023 < x[i] <= 29.326               10
29.326 < x[i] <= 39.025                9
39.025 < x[i] <= 53.161               10
53.161 < x[i] <= 68.892               10

In [5]:

    

q5.plot(columbus)


    

    
Out[5]:





(<Figure size 640x480 with 1 Axes>,
 <matplotlib.axes._subplots.AxesSubplot at 0x7f893be186d8>)

In [6]:

    

q5.plot(columbus, axis_on=False)


    

    
Out[6]:





(<Figure size 432x288 with 1 Axes>,
 <matplotlib.axes._subplots.AxesSubplot at 0x7f893bb0acc0>)






    

In [7]:

    

q5.plot(columbus, axis_on=False, cmap='Blues')


    

    
Out[7]:





(<Figure size 432x288 with 1 Axes>,
 <matplotlib.axes._subplots.AxesSubplot at 0x7f893ba1bb70>)






    

In [8]:

    

f = q5.plot(columbus, axis_on=False, cmap='Blues')


    

In [9]:

    

f = q5.plot(columbus, axis_on=False, cmap='Blues', title='Columbus, OH')


    

In [10]:

    

f = q5.plot(columbus, axis_on=False, cmap='Blues', title='Columbus, OH', \
           legend=True)


    

In [11]:

    

f = q5.plot(columbus, axis_on=False, cmap='Blues', title='Columbus, OH', \
           legend=True, legend_kwds={'loc':'upper right'})


    

In [12]:

    

f = q5.plot(columbus, axis_on=False, cmap='Blues', title='Columbus, OH', \
           legend=True, legend_kwds={'loc':'upper left', 'title': 'Crime Rate'})


    

In [13]:

    

f = q5.plot(columbus, axis_on=False, cmap='Blues', title='Columbus, OH', \
           legend=True, legend_kwds={'loc':'upper left', 'title': 'Crime Rate'}, \
           file_name='crime.png')


    

In [15]:

    

f = q5.plot(columbus, axis_on=False, cmap='Blues', title='Columbus, OH', \
           legend=True, legend_kwds={'loc':'upper left', 'title': 'Crime Rate, 1988'}, \
           file_name='crime.png', border_color='green', border_width=2.0)


    

In [ ]: