#!/usr/bin/env python
# coding: utf-8

# In[1]:


import os
import folium

print(folium.__version__)


# In[2]:


import pandas as pd


state_geo = os.path.join('data', 'us-states.json')
state_unemployment = os.path.join('data', 'US_Unemployment_Oct2012.csv')

state_data = pd.read_csv(state_unemployment)

m = folium.Map(
    location=[48, -102],
    zoom_start=3,
    tiles='Stamen Toner'
)

m.choropleth(
    state_geo,
    data=state_data,
    columns=['State', 'Unemployment'],
    key_on='feature.id',
    fill_color='YlGn',
    fill_opacity=0.7,
    line_opacity=0.2,
    legend_name='Unemployment Rate (%)'
)


popup = 'Must be on top of the choropleth'

folium.CircleMarker(
    location=[48, -102],
    radius=10,
    fill=True,
    popup=popup,
    weight=1,
).add_to(m)

m.save(os.path.join('results', 'CheckZorder.html'))

m