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   "execution_count": null,
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   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "58122d6c27c34d8bb41c7c1f435f45a4",
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       "version_minor": 0
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      "text/plain": [
       "Map(center=[43, -100], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title', 'zoom_out_t…"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from ipyleaflet import Map, Marker, Choropleth, ColormapControl, AwesomeIcon, basemaps, basemap_to_tiles\n",
    "import json\n",
    "import pandas as pd\n",
    "from branca.colormap import linear\n",
    "center = (43, -100)\n",
    "zoom = 4\n",
    "\n",
    "geo_json_data = json.load(open(\"../us-states.json\"))\n",
    "m1 = Map(center=center, zoom=zoom)\n",
    "unemployment = pd.read_csv(\"../US_Unemployment_Oct2012.csv\")\n",
    "unemployment = dict(\n",
    "    zip(unemployment[\"State\"].tolist(), unemployment[\"Unemployment\"].tolist())\n",
    ")\n",
    "\n",
    "marker1 = Marker(location=(center))\n",
    "\n",
    "layer1 = Choropleth(\n",
    "    geo_data=geo_json_data,\n",
    "    choro_data=unemployment,\n",
    "    colormap=linear.YlOrRd_04,\n",
    "    style={\"fillOpacity\": 0.8, \"dashArray\": \"5, 5\"},\n",
    "    subitems= (marker1,)\n",
    ")\n",
    "\n",
    "colormap_control1 = ColormapControl(\n",
    "    caption='Unemployment rate',\n",
    "    colormap=layer1.colormap,\n",
    "    value_min=layer1.value_min,\n",
    "    value_max=layer1.value_max,\n",
    "    position='topright',\n",
    "    transparent_bg=True\n",
    ")\n",
    "layer1.subitems = layer1.subitems+(colormap_control1,)\n",
    "layer2 = basemap_to_tiles(basemaps.Esri.WorldStreetMap, subitems= ())\n",
    "icon1 = AwesomeIcon(\n",
    "    name='gear',\n",
    "    marker_color='blue',\n",
    "    icon_color='darkblue',\n",
    "    spin=False\n",
    "    \n",
    ")\n",
    "marker2 = Marker(icon=icon1, location=(center[0], center[1] - 4))\n",
    "layer2.subitems = layer2.subitems+(marker2,)\n",
    "m1.add(layer1)\n",
    "m1.add(layer2)"
   ]
  }
 ],
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