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    "<a href=\"https://githubtocolab.com/giswqs/geemap/blob/master/examples/notebooks/06_marker_cluster.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open in Colab\"/></a>\n",
    "\n",
    "Uncomment the following line to install [geemap](https://geemap.org) if needed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install geemap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import geemap\n",
    "import json\n",
    "import os\n",
    "import requests\n",
    "from geemap import geojson_to_ee, ee_to_geojson\n",
    "from ipyleaflet import GeoJSON, Marker, MarkerCluster"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "geemap.show_youtube('4HycJPrwpuo')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Map = geemap.Map()\n",
    "Map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "file_path = os.path.abspath('../data/us-cities.json')\n",
    "\n",
    "if not os.path.exists(file_path):\n",
    "    url = 'https://github.com/giswqs/geemap/raw/master/examples/data/us-cities.json'\n",
    "    r = requests.get(url)\n",
    "    with open(file_path, 'w') as f:\n",
    "        f.write(r.content.decode(\"utf-8\"))        \n",
    "\n",
    "with open(file_path) as f:\n",
    "    json_data = json.load(f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "maker_cluster = MarkerCluster(\n",
    "    markers=[Marker(location=feature['geometry']['coordinates'][::-1]) for feature in json_data['features']],\n",
    "    name = 'Markers')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Map.add_layer(maker_cluster)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ee_fc = geojson_to_ee(json_data)\n",
    "Map.addLayer(ee_fc, {}, \"US Cities EE\")"
   ]
  }
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