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

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import ipyleaflet 
import json 
import pandas as pd
from ipywidgets import link, FloatSlider
from branca.colormap import linear

geo_json_data = json.load(open('us-states.json')) 
m = ipyleaflet.Map(center = (43,-100), zoom = 4)
unemployment = pd.read_csv('US_Unemployment_Oct2012.csv')


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unemployment =  dict(zip(unemployment['State'].tolist(), unemployment['Unemployment'].tolist()))


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layer = ipyleaflet.Choropleth(
    geo_data=geo_json_data,
    choro_data=unemployment,
    colormap=linear.YlOrRd_04, 
    border_color='black',
    style={'fillOpacity': 0.8, 'dashArray': '5, 5'}
)


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m.add_layer(layer)
m


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slider = FloatSlider(min=layer.value_min, max=layer.value_max, continuous_update=False)
slider.value = layer.value_min
link((slider, 'value'), (layer, 'value_min'))
slider


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linear.YlOrBr_04.to_step(10)


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linear.RdBu_11


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linear.GnBu_09


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layer.colormap = linear.RdBu_11


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layer.border_color = 'white'