bokeh/choropleth.ipynb

Untitled.ipynb

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      "source": "from bokeh.plotting import figure, show, output_file, output_notebook\nfrom bokeh.sampledata.us_counties import data as counties\nfrom bokeh.sampledata.us_states import data as states\nfrom bokeh.sampledata.unemployment import data as unemployment\n\n# del states[\"HI\"]\n# del states[\"AK\"]\n\nEXCLUDED = (\"ak\", \"hi\", \"pr\", \"gu\", \"vi\", \"mp\", \"as\")\n\nstate_xs = [states[code][\"lons\"] for code in states]\nstate_ys = [states[code][\"lats\"] for code in states]\n\ncounty_xs=[counties[code][\"lons\"] for code in counties if counties[code][\"state\"] not in EXCLUDED]\ncounty_ys=[counties[code][\"lats\"] for code in counties if counties[code][\"state\"] not in EXCLUDED]\n\ncolors = [\"#F1EEF6\", \"#D4B9DA\", \"#C994C7\", \"#DF65B0\", \"#DD1C77\", \"#980043\"]\n\ncounty_colors = []\nfor county_id in counties:\n    if counties[county_id][\"state\"] in EXCLUDED:\n        continue\n    try:\n        rate = unemployment[county_id]\n        idx = int(rate/6)\n        county_colors.append(colors[idx])\n    except KeyError:\n        county_colors.append(\"black\")\n\np = figure(title=\"US Unemployment 2009\", toolbar_location=\"left\")\n          # plot_width=1100, plot_height=700)\n\n\np.patches(state_xs, state_ys, fill_alpha=0.0,\n          line_color=\"#884444\", line_width=2, line_alpha=0.3)\n\n#output_file(\"choropleth.html\", title=\"choropleth.py example\")\n\noutput_notebook()\nshow(p)",
      "execution_count": 2,
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            "text/plain": "<bokeh.io._CommsHandle at 0x7f2ceac7d0f0>",
            "text/html": "<p><code>&lt;Bokeh Notebook handle for <strong>In[2]</strong>&gt;</code></p>"
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      "cell_type": "code",
      "source": "len(states)",
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": "51"
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      "source": "my_states = [state for state in states.keys()]\nsorted(my_states)",
      "execution_count": 8,
      "outputs": [
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          "data": {
            "text/plain": "['AK',\n 'AL',\n 'AR',\n 'AZ',\n 'CA',\n 'CO',\n 'CT',\n 'DC',\n 'DE',\n 'FL',\n 'GA',\n 'HI',\n 'IA',\n 'ID',\n 'IL',\n 'IN',\n 'KS',\n 'KY',\n 'LA',\n 'MA',\n 'MD',\n 'ME',\n 'MI',\n 'MN',\n 'MO',\n 'MS',\n 'MT',\n 'NC',\n 'ND',\n 'NE',\n 'NH',\n 'NJ',\n 'NM',\n 'NV',\n 'NY',\n 'OH',\n 'OK',\n 'OR',\n 'PA',\n 'RI',\n 'SC',\n 'SD',\n 'TN',\n 'TX',\n 'UT',\n 'VA',\n 'VT',\n 'WA',\n 'WI',\n 'WV',\n 'WY']"
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