##----------PLOT-------------------------
#Create a styling dictionary for our plot
PLOT_OPS = {'title':'2010',
'height':500,
'width':900,
'x_axis_type':'log',
'x_axis_label':'Log(Income)',
'y_axis_label':'Life expectancy (years)',
'x_range':(100,100000),
'y_range':(0,100),
'toolbar_location':"below"
}
#Create the population size mapper
size_mapper = LinearInterpolator(x=[data.loc[2010]['population'].min(),
data.loc[2010]['population'].max()],
y=[5,50])
#Create the region color mapper
color_mapper = CategoricalColorMapper(factors=data.loc[2010]['region'].unique(),
palette=Spectral6)
#Construct the plot (just as in GapMinder-03-Interactivity.ipynb)
hover = HoverTool(tooltips='@Country')
p = figure(**PLOT_OPS)
p.circle(x='income',
y='life',
source=theCDS,
size={'field':'population','transform':size_mapper},
color={'field':'region','transform':color_mapper},
alpha=0.6,