import pandas as pd

from bokeh.plotting import Figure, show, output_file, ColumnDataSource

from bokeh.models import HoverTool

df = pd.read_csv('mean_success_housing.csv')

df['success_metric'] = df['_c0']

print df.head()

source1 = ColumnDataSource(data=df)

hover1 = HoverTool(tooltips=[("zipcode","@zipcode"),

("success_metric","@success_metric")])

p = Figure(title='Mean Success by zip vs Housing Costs',

x_axis_label='$/sq. ft.',

y_axis_label='success_metric',

tools=['crosshair,resize,reset,save', hover1])

p.circle('2016_02', 'success_metric', color='red',alpha=0.4, source=source1)

output_file("mean_success_housing.html", title="Success vs Housing cost")

show(p)