lab_jupyter_launch_site_location_folium.jupyterlite.ipynb

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      "name": "python",
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  "cells": [
    {
      "cell_type": "markdown",
      "source": "<p style=\"text-align:center\">\n    <a href=\"https://skills.network/?utm_medium=Exinfluencer&utm_source=Exinfluencer&utm_content=000026UJ&utm_term=10006555&utm_id=NA-SkillsNetwork-Channel-SkillsNetworkCoursesIBMDS0321ENSkillsNetwork26802033-2022-01-01\" target=\"_blank\">\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/assets/logos/SN_web_lightmode.png\" width=\"200\" alt=\"Skills Network Logo\"  />\n    </a>\n</p>\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "# **Launch Sites Locations Analysis with Folium**\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Estimated time needed: **40** minutes\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "The launch success rate may depend on many factors such as payload mass, orbit type, and so on. It may also depend on the location and proximities of a launch site, i.e., the initial position of rocket trajectories. Finding an optimal location for building a launch site certainly involves many factors and hopefully we could discover some of the factors by analyzing the existing launch site locations.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "In the previous exploratory data analysis labs, you have visualized the SpaceX launch dataset using `matplotlib` and `seaborn` and discovered some preliminary correlations between the launch site and success rates. In this lab, you will be performing more interactive visual analytics using `Folium`.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "## Objectives\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "This lab contains the following tasks:\n\n*   **TASK 1:** Mark all launch sites on a map\n*   **TASK 2:** Mark the success/failed launches for each site on the map\n*   **TASK 3:** Calculate the distances between a launch site to its proximities\n\nAfter completed the above tasks, you should be able to find some geographical patterns about launch sites.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Let's first import required Python packages for this lab:\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "import piplite\nawait piplite.install(['folium'])\nawait piplite.install(['pandas'])",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 26
    },
    {
      "cell_type": "code",
      "source": "import folium\nimport pandas as pd",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 27
    },
    {
      "cell_type": "code",
      "source": "# Import folium MarkerCluster plugin\nfrom folium.plugins import MarkerCluster\n# Import folium MousePosition plugin\nfrom folium.plugins import MousePosition\n# Import folium DivIcon plugin\nfrom folium.features import DivIcon",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 28
    },
    {
      "cell_type": "markdown",
      "source": "If you need to refresh your memory about folium, you may download and refer to this previous folium lab:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "[Generating Maps with Python](https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module\\_3/DV0101EN-3-5-1-Generating-Maps-in-Python-py-v2.0.ipynb)\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "## Task 1: Mark all launch sites on a map\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "First, let's try to add each site's location on a map using site's latitude and longitude coordinates\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "The following dataset with the name `spacex_launch_geo.csv` is an augmented dataset with latitude and longitude added for each site.\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Download and read the `spacex_launch_geo.csv`\nfrom js import fetch\nimport io\n\nURL = 'https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/datasets/spacex_launch_geo.csv'\nresp = await fetch(URL)\nspacex_csv_file = io.BytesIO((await resp.arrayBuffer()).to_py())\nspacex_df=pd.read_csv(spacex_csv_file)",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 29
    },
    {
      "cell_type": "markdown",
      "source": "Now, you can take a look at what are the coordinates for each site.\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Select relevant sub-columns: `Launch Site`, `Lat(Latitude)`, `Long(Longitude)`, `class`\nspacex_df = spacex_df[['Launch Site', 'Lat', 'Long', 'class']]\nlaunch_sites_df = spacex_df.groupby(['Launch Site'], as_index=False).first()\nlaunch_sites_df = launch_sites_df[['Launch Site', 'Lat', 'Long']]\nlaunch_sites_df",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 30,
          "output_type": "execute_result",
          "data": {
            "text/plain": "    Launch Site        Lat        Long\n0   CCAFS LC-40  28.562302  -80.577356\n1  CCAFS SLC-40  28.563197  -80.576820\n2    KSC LC-39A  28.573255  -80.646895\n3   VAFB SLC-4E  34.632834 -120.610745",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Launch Site</th>\n      <th>Lat</th>\n      <th>Long</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>CCAFS LC-40</td>\n      <td>28.562302</td>\n      <td>-80.577356</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>KSC LC-39A</td>\n      <td>28.573255</td>\n      <td>-80.646895</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>VAFB SLC-4E</td>\n      <td>34.632834</td>\n      <td>-120.610745</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 30
    },
    {
      "cell_type": "markdown",
      "source": "Above coordinates are just plain numbers that can not give you any intuitive insights about where are those launch sites. If you are very good at geography, you can interpret those numbers directly in your mind. If not, that's fine too. Let's visualize those locations by pinning them on a map.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "We first need to create a folium `Map` object, with an initial center location to be NASA Johnson Space Center at Houston, Texas.\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Start location is NASA Johnson Space Center\nnasa_coordinate = [29.559684888503615, -95.0830971930759]\nsite_map = folium.Map(location=nasa_coordinate, zoom_start=10)",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 31
    },
    {
      "cell_type": "markdown",
      "source": "We could use `folium.Circle` to add a highlighted circle area with a text label on a specific coordinate. For example,\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Start location is NASA Johnson Space Center\nnasa_coordinate = [29.559684888503615, -95.0830971930759]\nsite_map = folium.Map(location=nasa_coordinate, zoom_start=10)\n\n# Create a red circle at NASA Johnson Space Center's coordinate with a popup label showing its name\ncircle = folium.Circle(nasa_coordinate, radius=1000, color='#d35400', fill=True).add_child(folium.Popup('NASA Johnson Space Center'))\n# Create a red circle at NASA Johnson Space Center's coordinate with a icon showing its name\nmarker = folium.map.Marker(\n    nasa_coordinate,\n    # Create an icon as a text label\n    icon=DivIcon(\n        icon_size=(20,20),\n        icon_anchor=(0,0),\n        html='<div style=\"font-size: 12; color:#d35400;\"><b>%s</b></div>' % 'NASA JSC',\n        )\n    )\nsite_map.add_child(circle)\nsite_map.add_child(marker)",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 32,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5cdebb0>",
            "text/html": "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n&lt;html&gt;\n&lt;head&gt;\n    \n    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n    \n        &lt;script&gt;\n            L_NO_TOUCH = false;\n            L_DISABLE_3D = false;\n        &lt;/script&gt;\n    \n    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n    &lt;script src=&quot;https://code.jquery.com/jquery-3.7.1.min.js&quot;&gt;&lt;/script&gt;\n    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n    \n            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n            &lt;style&gt;\n                #map_87275c729e28f95e14ef9a9f4f001cb0 {\n                    position: relative;\n                    width: 100.0%;\n                    height: 100.0%;\n                    left: 0.0%;\n                    top: 0.0%;\n                }\n                .leaflet-container { font-size: 1rem; }\n            &lt;/style&gt;\n        \n&lt;/head&gt;\n&lt;body&gt;\n    \n    \n            &lt;div class=&quot;folium-map&quot; id=&quot;map_87275c729e28f95e14ef9a9f4f001cb0&quot; &gt;&lt;/div&gt;\n        \n&lt;/body&gt;\n&lt;script&gt;\n    \n    \n            var map_87275c729e28f95e14ef9a9f4f001cb0 = L.map(\n                &quot;map_87275c729e28f95e14ef9a9f4f001cb0&quot;,\n                {\n                    center: [29.559684888503615, -95.0830971930759],\n                    crs: L.CRS.EPSG3857,\n                    zoom: 10,\n                    zoomControl: true,\n                    preferCanvas: false,\n                }\n            );\n\n            \n\n        \n    \n            var tile_layer_8cf7f5d15c7038a92ec031658b0350f2 = L.tileLayer(\n                &quot;https://tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n                {&quot;attribution&quot;: &quot;\\u0026copy; \\u003ca href=\\&quot;https://www.openstreetmap.org/copyright\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e contributors&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 19, &quot;maxZoom&quot;: 19, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n            );\n        \n    \n            tile_layer_8cf7f5d15c7038a92ec031658b0350f2.addTo(map_87275c729e28f95e14ef9a9f4f001cb0);\n        \n    \n            var circle_193f21b0f421ee9238a377404220f5b7 = L.circle(\n                [29.559684888503615, -95.0830971930759],\n                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;#d35400&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;#d35400&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 1000, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n            ).addTo(map_87275c729e28f95e14ef9a9f4f001cb0);\n        \n    \n        var popup_3f3e1e971a98cbffda9e3be873b28b00 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n\n        \n            \n                var html_ec4059b1de9489d36d20387b700feed4 = $(`&lt;div id=&quot;html_ec4059b1de9489d36d20387b700feed4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NASA Johnson Space Center&lt;/div&gt;`)[0];\n                popup_3f3e1e971a98cbffda9e3be873b28b00.setContent(html_ec4059b1de9489d36d20387b700feed4);\n            \n        \n\n        circle_193f21b0f421ee9238a377404220f5b7.bindPopup(popup_3f3e1e971a98cbffda9e3be873b28b00)\n        ;\n\n        \n    \n    \n            var marker_5347ae4fd4c619cccc2fedb5e9e74e5a = L.marker(\n                [29.559684888503615, -95.0830971930759],\n                {}\n            ).addTo(map_87275c729e28f95e14ef9a9f4f001cb0);\n        \n    \n            var div_icon_6a1dd22acd1103796396d5767c3a5e65 = L.divIcon({&quot;className&quot;: &quot;empty&quot;, &quot;html&quot;: &quot;\\u003cdiv style=\\&quot;font-size: 12; color:#d35400;\\&quot;\\u003e\\u003cb\\u003eNASA JSC\\u003c/b\\u003e\\u003c/div\\u003e&quot;, &quot;iconAnchor&quot;: [0, 0], &quot;iconSize&quot;: [20, 20]});\n            marker_5347ae4fd4c619cccc2fedb5e9e74e5a.setIcon(div_icon_6a1dd22acd1103796396d5767c3a5e65);\n        \n&lt;/script&gt;\n&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 32
    },
    {
      "cell_type": "markdown",
      "source": "and you should find a small yellow circle near the city of Houston and you can zoom-in to see a larger circle.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Now, let's add a circle for each launch site in data frame `launch_sites`\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "*TODO:*  Create and add `folium.Circle` and `folium.Marker` for each launch site on the site map\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "An example of folium.Circle:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "`folium.Circle(coordinate, radius=1000, color='#000000', fill=True).add_child(folium.Popup(...))`\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "An example of folium.Marker:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "`folium.map.Marker(coordinate, icon=DivIcon(icon_size=(20,20),icon_anchor=(0,0), html='<div style=\"font-size: 12; color:#d35400;\"><b>%s</b></div>' % 'label', ))`\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Initialize map\ncenter_coords = [launch_sites_df[['Lat']].max() * 0.5 + launch_sites_df[['Lat']].min() * 0.5, launch_sites_df[['Long']].max() * 0.5 + launch_sites_df[['Long']].min() * 0.5]\nsite_map = folium.Map(location=center_coords, zoom_start=4)\n\n# For each launch site, add a Circle object based on its coordinate (Lat, Long) values. In addition, add Launch site name as a popup label\nfor _, launch_site in launch_sites_df.iterrows():\n    coord = [launch_site['Lat'], launch_site['Long']]\n    ls_name = launch_site['Launch Site']\n    # print(ls_name, coord)\n    # Create a blue circle at site's coordinate with a popup label showing its name\n    circle = folium.Circle(coord, radius=1000, color='#0054d3', fill=True).add_child(folium.Popup(ls_name))\n    # Create a blue circle at site's coordinate with a icon showing its name\n    marker = folium.map.Marker(\n        coord,\n        # Create an icon as a text label\n        icon=DivIcon(\n            icon_size=(20,20),\n            icon_anchor=(0,0),\n            html='<div style=\"font-size : 12; color:#0054d3;\"><b>%s</b></div>' % ls_name,\n            )\n        )\n    site_map.add_child(circle)\n    site_map.add_child(marker)\n\nsite_map  # display map\n",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 33,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5ccc540>",
            "text/html": "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n&lt;html&gt;\n&lt;head&gt;\n    \n    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n    \n        &lt;script&gt;\n            L_NO_TOUCH = false;\n            L_DISABLE_3D = false;\n        &lt;/script&gt;\n    \n    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n    &lt;script src=&quot;https://code.jquery.com/jquery-3.7.1.min.js&quot;&gt;&lt;/script&gt;\n    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n    \n            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n            &lt;style&gt;\n                #map_207627e55d4fbbb013d7fe85629de8f8 {\n                    position: relative;\n                    width: 100.0%;\n                    height: 100.0%;\n                    left: 0.0%;\n                    top: 0.0%;\n                }\n                .leaflet-container { font-size: 1rem; 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          },
          "metadata": {}
        }
      ],
      "execution_count": 33
    },
    {
      "cell_type": "markdown",
      "source": "The generated map with marked launch sites should look similar to the following:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "<center>\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module_3/images/launch_site_markers.png\">\n</center>\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Now, you can explore the map by zoom-in/out the marked areas\n, and try to answer the following questions:\n\n*   Are all launch sites in proximity to the Equator line?\n*   Are all launch sites in very close proximity to the coast?\n\nAlso please try to explain your findings.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "# Task 2: Mark the success/failed launches for each site on the map\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Next, let's try to enhance the map by adding the launch outcomes for each site, and see which sites have high success rates.\nRecall that data frame spacex_df has detailed launch records, and the `class` column indicates if this launch was successful or not\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "spacex_df.tail(10)",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 34,
          "output_type": "execute_result",
          "data": {
            "text/plain": "     Launch Site        Lat       Long  class\n46    KSC LC-39A  28.573255 -80.646895      1\n47    KSC LC-39A  28.573255 -80.646895      1\n48    KSC LC-39A  28.573255 -80.646895      1\n49  CCAFS SLC-40  28.563197 -80.576820      1\n50  CCAFS SLC-40  28.563197 -80.576820      1\n51  CCAFS SLC-40  28.563197 -80.576820      0\n52  CCAFS SLC-40  28.563197 -80.576820      0\n53  CCAFS SLC-40  28.563197 -80.576820      0\n54  CCAFS SLC-40  28.563197 -80.576820      1\n55  CCAFS SLC-40  28.563197 -80.576820      0",
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          },
          "metadata": {}
        }
      ],
      "execution_count": 34
    },
    {
      "cell_type": "markdown",
      "source": "Next, let's create markers for all launch records.\nIf a launch was successful `(class=1)`, then we use a green marker and if a launch was failed, we use a red marker `(class=0)`\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Note that a launch only happens in one of the four launch sites, which means many launch records will have the exact same coordinate. Marker clusters can be a good way to simplify a map containing many markers having the same coordinate.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Let's first create a `MarkerCluster` object\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "marker_cluster = MarkerCluster()\n",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 35
    },
    {
      "cell_type": "markdown",
      "source": "*TODO:* Create a new column in `launch_sites` dataframe called `marker_color` to store the marker colors based on the `class` value\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "\n# Apply a function to check the value of `class` column\n# If class=1, marker_color value will be green\n# If class=0, marker_color value will be red\n\n# Function to assign color to launch outcome\ndef assign_marker_color(launch_outcome):\n    if launch_outcome == 1:\n        return 'green'\n    else:\n        return 'red'\n    \nspacex_df['marker_color'] = spacex_df['class'].apply(assign_marker_color)\nspacex_df.tail(10)",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 36,
          "output_type": "execute_result",
          "data": {
            "text/plain": "     Launch Site        Lat       Long  class marker_color\n46    KSC LC-39A  28.573255 -80.646895      1        green\n47    KSC LC-39A  28.573255 -80.646895      1        green\n48    KSC LC-39A  28.573255 -80.646895      1        green\n49  CCAFS SLC-40  28.563197 -80.576820      1        green\n50  CCAFS SLC-40  28.563197 -80.576820      1        green\n51  CCAFS SLC-40  28.563197 -80.576820      0          red\n52  CCAFS SLC-40  28.563197 -80.576820      0          red\n53  CCAFS SLC-40  28.563197 -80.576820      0          red\n54  CCAFS SLC-40  28.563197 -80.576820      1        green\n55  CCAFS SLC-40  28.563197 -80.576820      0          red",
            "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Launch Site</th>\n      <th>Lat</th>\n      <th>Long</th>\n      <th>class</th>\n      <th>marker_color</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>46</th>\n      <td>KSC LC-39A</td>\n      <td>28.573255</td>\n      <td>-80.646895</td>\n      <td>1</td>\n      <td>green</td>\n    </tr>\n    <tr>\n      <th>47</th>\n      <td>KSC LC-39A</td>\n      <td>28.573255</td>\n      <td>-80.646895</td>\n      <td>1</td>\n      <td>green</td>\n    </tr>\n    <tr>\n      <th>48</th>\n      <td>KSC LC-39A</td>\n      <td>28.573255</td>\n      <td>-80.646895</td>\n      <td>1</td>\n      <td>green</td>\n    </tr>\n    <tr>\n      <th>49</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n      <td>1</td>\n      <td>green</td>\n    </tr>\n    <tr>\n      <th>50</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n      <td>1</td>\n      <td>green</td>\n    </tr>\n    <tr>\n      <th>51</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n      <td>0</td>\n      <td>red</td>\n    </tr>\n    <tr>\n      <th>52</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n      <td>0</td>\n      <td>red</td>\n    </tr>\n    <tr>\n      <th>53</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n      <td>0</td>\n      <td>red</td>\n    </tr>\n    <tr>\n      <th>54</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n      <td>1</td>\n      <td>green</td>\n    </tr>\n    <tr>\n      <th>55</th>\n      <td>CCAFS SLC-40</td>\n      <td>28.563197</td>\n      <td>-80.576820</td>\n      <td>0</td>\n      <td>red</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 36
    },
    {
      "cell_type": "markdown",
      "source": "*TODO:* For each launch result in `spacex_df` data frame, add a `folium.Marker` to `marker_cluster`\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Add marker_cluster to current site_map\nsite_map.add_child(marker_cluster)\n\n# create a Marker object with its coordinate\n# and customize the Marker's icon property to indicate if this launch was successed or failed, \n# e.g., icon=folium.Icon(color='white', icon_color=row['marker_color']\nfor index, record in spacex_df.iterrows():\n    # TODO: Create and add a Marker cluster to the site map\n    # marker = folium.Marker(...)\n    \n    folium.Marker(\n        location=[record['Lat'], record['Long']],\n        icon=folium.Icon(color=record['marker_color'], icon_color=record['marker_color'],\n        popup=record['class'])\n    ).add_to(marker_cluster)\n\nsite_map",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 37,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5ccc540>",
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marker_7bcc2a512ff12fdd091936b14a6f8623.setIcon(icon_087bb3fb2df0101bf87b9611367a30f1);\n        \n    \n            var marker_e318612e85c62c913213431c029fc2db = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_41b6591adfa74cad0044521aaf67491e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e318612e85c62c913213431c029fc2db.setIcon(icon_41b6591adfa74cad0044521aaf67491e);\n        \n    \n            var marker_793bab632768f1a03d326b4e6ac6634a = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_92fca03965fde9a77ac8642dadbc3f4b.setIcon(icon_d91ec4c3fcd0eec3d35c57a8eeaf0cec);\n        \n    \n            var marker_33ce3b6c5d9691a2a262e845afbaa881 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_e1a15efdc967c8fa2b13650292274e4e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_33ce3b6c5d9691a2a262e845afbaa881.setIcon(icon_e1a15efdc967c8fa2b13650292274e4e);\n        \n    \n            var marker_6c2b8b5106aff951c09778999ed8e460 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_40ced36652cba7113a6651cc28a22aaf = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_6c2b8b5106aff951c09778999ed8e460.setIcon(icon_40ced36652cba7113a6651cc28a22aaf);\n        \n    \n            var marker_7425c6047d5c1fc3c7610f45dd9d5946 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_0c3f9485fa6dde86ea4b1c89d85fa577 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7425c6047d5c1fc3c7610f45dd9d5946.setIcon(icon_0c3f9485fa6dde86ea4b1c89d85fa577);\n        \n    \n            var marker_2416a157e30564851b826950f92227f9 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_7ebdae01ba284b4e00d56fea5c39c02b = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2416a157e30564851b826950f92227f9.setIcon(icon_7ebdae01ba284b4e00d56fea5c39c02b);\n        \n    \n            var marker_ab50443b7b35d38e23d953e39411bacf = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_dbd69b2b8a92b2c453a2c3421cf1c770 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ab50443b7b35d38e23d953e39411bacf.setIcon(icon_dbd69b2b8a92b2c453a2c3421cf1c770);\n        \n    \n            var marker_28c288726ca7890a8a0239d65ecbb1aa = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2481d9542f9453158921420bbb483c6a.setIcon(icon_65100d47831e70006ed1523d524353ff);\n        \n    \n            var marker_aa79853b399cbd4f58ecb755cb9d202d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_734ae5ae51ec5816943e84a8335f600e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa79853b399cbd4f58ecb755cb9d202d.setIcon(icon_734ae5ae51ec5816943e84a8335f600e);\n        \n    \n            var marker_17cb7b60f7b6633e82be64db5372dcb5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_4e923581c695edb1c4536c77aa2885d3 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_17cb7b60f7b6633e82be64db5372dcb5.setIcon(icon_4e923581c695edb1c4536c77aa2885d3);\n        \n    \n            var marker_47a3ab2aa8dcc0991f09a8322f9d355e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_9b582f53ffd8dcc11f4b03ae49dcdf7e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_47a3ab2aa8dcc0991f09a8322f9d355e.setIcon(icon_9b582f53ffd8dcc11f4b03ae49dcdf7e);\n        \n    \n            var marker_e54c00dd2878a6e49dc75a09ee1297d3 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_06cd8b73f24f80716bc6a5a9b08243ba = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e54c00dd2878a6e49dc75a09ee1297d3.setIcon(icon_06cd8b73f24f80716bc6a5a9b08243ba);\n        \n    \n            var marker_100f7043a9b5571b9780aa98e222b5d5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_d855b7f1339bbc6507be6eb594b924d8 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_100f7043a9b5571b9780aa98e222b5d5.setIcon(icon_d855b7f1339bbc6507be6eb594b924d8);\n        \n    \n            var marker_bfa641fa5a97c4906b7411773751c807 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_5431806d488ac9d07c0b0be7b786f453 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bfa641fa5a97c4906b7411773751c807.setIcon(icon_5431806d488ac9d07c0b0be7b786f453);\n        \n    \n            var marker_ac1b30ba8835fbfcadf0a54b7a31a7d9 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_93f10f40c3d7f27b86da474e28b00bfa = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ac1b30ba8835fbfcadf0a54b7a31a7d9.setIcon(icon_93f10f40c3d7f27b86da474e28b00bfa);\n        \n    \n            var marker_dfd50f872c5278abf9762d1f271e0bd6 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_59dd31a7757705c703fc157c7b1f1a32 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dfd50f872c5278abf9762d1f271e0bd6.setIcon(icon_59dd31a7757705c703fc157c7b1f1a32);\n        \n    \n            var marker_fa9834e7683d7aaf467534143ee5b8c5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_d012b78d10d9b2e5b6b6cc149c5863e5 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_fa9834e7683d7aaf467534143ee5b8c5.setIcon(icon_d012b78d10d9b2e5b6b6cc149c5863e5);\n        \n    \n            var marker_b66886df665b6d15ccf5b5f21f19e97e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_05f62590c1c82b23c6b267e6e58f8798 = L.AwesomeMarkers.icon(\n                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marker_3c585a130b2ea35669900655dd9af99b.setIcon(icon_78e7325b4dd8139033effe5e3efd4a1c);\n        \n    \n            var marker_1aaafe09ffd3d7a5bf24c4073fe1e5e4 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_17046e73712c91379dcb9a95fd32fac2 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1aaafe09ffd3d7a5bf24c4073fe1e5e4.setIcon(icon_17046e73712c91379dcb9a95fd32fac2);\n        \n    \n            var marker_32413600c0857154fe7347a2aff1dd66 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f22f0cbd955f06f94987abf29cee534f = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_32413600c0857154fe7347a2aff1dd66.setIcon(icon_f22f0cbd955f06f94987abf29cee534f);\n        \n    \n            var marker_42cbdda440f26b977118acf0b363d1f8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_db205858d4b8b1b142a96a30d9304260 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_42cbdda440f26b977118acf0b363d1f8.setIcon(icon_db205858d4b8b1b142a96a30d9304260);\n        \n    \n            var marker_bea68246de995200090b593d258e0ee6 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_716d26892ccca69f59c48f89f233287a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bea68246de995200090b593d258e0ee6.setIcon(icon_716d26892ccca69f59c48f89f233287a);\n        \n    \n            var marker_3af54d0f074b365de0af8d3a0934805e = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_738104e1b6fce3a7eab227c999399634 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3af54d0f074b365de0af8d3a0934805e.setIcon(icon_738104e1b6fce3a7eab227c999399634);\n        \n    \n            var marker_76fbf97ef5be47d564979bef3c89d401 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f76ac0edb0f7f99afc160cb847af95ef = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_76fbf97ef5be47d564979bef3c89d401.setIcon(icon_f76ac0edb0f7f99afc160cb847af95ef);\n        \n    \n            var marker_f2c5236a67c2cbd32633153f16492a0a = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_103a8fbd005aef6f143d5f787458d372 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_f2c5236a67c2cbd32633153f16492a0a.setIcon(icon_103a8fbd005aef6f143d5f787458d372);\n        \n    \n            var marker_7816979379bdbb1ae27a586596ea1b20 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_43b18626c435247110420969e9c1d374 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7816979379bdbb1ae27a586596ea1b20.setIcon(icon_43b18626c435247110420969e9c1d374);\n        \n    \n            var marker_5f661114a8014bea5a40bada02a76b08 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7af03e15bf389b03417a41d5c49308f7.setIcon(icon_1a2f0e0f85fe0ebe9592e054f30e1e93);\n        \n    \n            var marker_8a85ccb998ecd6d2835b1efe84c7e94f = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f1ead556f219dd755c7220b196e95a8c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8a85ccb998ecd6d2835b1efe84c7e94f.setIcon(icon_f1ead556f219dd755c7220b196e95a8c);\n        \n    \n            var marker_e601208b41df86ffd5af357edb01dafe = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_b31b0caec818b15404ed87deb603f24a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e601208b41df86ffd5af357edb01dafe.setIcon(icon_b31b0caec818b15404ed87deb603f24a);\n        \n    \n            var marker_ec5d4cafabaad16dd56e84098fe40a07 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_cced71dd5cd0540f456a667c58be2cd0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ec5d4cafabaad16dd56e84098fe40a07.setIcon(icon_cced71dd5cd0540f456a667c58be2cd0);\n        \n    \n            var marker_c6a4b2a1adc2fb34a1dcbcb13747000b = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_3603206d2e32882a1bab8b70a9f97028 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c6a4b2a1adc2fb34a1dcbcb13747000b.setIcon(icon_3603206d2e32882a1bab8b70a9f97028);\n        \n    \n            var marker_058df28228be750c54e10b90ef709c12 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ecbd333a9c3e76e40769859a31da898e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_058df28228be750c54e10b90ef709c12.setIcon(icon_ecbd333a9c3e76e40769859a31da898e);\n        \n    \n            var marker_8672387d0ce52541ba250d455acc8527 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_6c112040967d17a6e02ba81b2adabf99 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8672387d0ce52541ba250d455acc8527.setIcon(icon_6c112040967d17a6e02ba81b2adabf99);\n        \n    \n            var marker_64e8d8507365e801506c5585e0145cfd = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ca2f3e77d2339e17cc54d9211a40abd0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_64e8d8507365e801506c5585e0145cfd.setIcon(icon_ca2f3e77d2339e17cc54d9211a40abd0);\n        \n    \n            var marker_2d805ce019cccb6f5dd6e1fd2ccd6c44 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_a38a4d6770fd817f112d819e482b3fdd = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2d805ce019cccb6f5dd6e1fd2ccd6c44.setIcon(icon_a38a4d6770fd817f112d819e482b3fdd);\n        \n    \n            var marker_60deba7f11426cc7d27b27efdc6fac5c = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_3f4e722cc04bd9baff65d8122d8c4ed1 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_60deba7f11426cc7d27b27efdc6fac5c.setIcon(icon_3f4e722cc04bd9baff65d8122d8c4ed1);\n        \n    \n            var marker_3cb06d800ae563e9d9d1a7fce44adfc8 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_2e37181ea0a14b4bb833af663691927c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3cb06d800ae563e9d9d1a7fce44adfc8.setIcon(icon_2e37181ea0a14b4bb833af663691927c);\n        \n    \n            var marker_6dc809086ab747ae17fd78c4f06cf404 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_b58c577f5e4c2496c862ff6dce9ecb2a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_6dc809086ab747ae17fd78c4f06cf404.setIcon(icon_b58c577f5e4c2496c862ff6dce9ecb2a);\n        \n    \n            var marker_1c263c527aa3d3057506dfe71a91015f = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_9415bdc04edf5ce4d5140874cfbbae01 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1c263c527aa3d3057506dfe71a91015f.setIcon(icon_9415bdc04edf5ce4d5140874cfbbae01);\n        \n    \n            var marker_aa3ac1d5ddcb1c64524de5ca4c1a8b76 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f97b3f4cd270c5dcce150ca4d57e6104 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa3ac1d5ddcb1c64524de5ca4c1a8b76.setIcon(icon_f97b3f4cd270c5dcce150ca4d57e6104);\n        \n    \n            var marker_1ca464479628a59b978a030436da3538 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_1524bfaae2d31459ec5ace9445a99c35 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1ca464479628a59b978a030436da3538.setIcon(icon_1524bfaae2d31459ec5ace9445a99c35);\n        \n    \n            var marker_4dbd2f8916f5a9cb8a41ec603a2e5a66 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f39a12af389fcca57ca043e71d6195ca = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_4dbd2f8916f5a9cb8a41ec603a2e5a66.setIcon(icon_f39a12af389fcca57ca043e71d6195ca);\n        \n    \n            var marker_dcca48c5f401a5f58cdf240aa2c0c546 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_961dc706009911c85a4f0989639a36cc = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dcca48c5f401a5f58cdf240aa2c0c546.setIcon(icon_961dc706009911c85a4f0989639a36cc);\n        \n    \n            var marker_200addf4b9094c7c32abbba55d046ead = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_6fcfc4d02e37822530dd714789672de0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_200addf4b9094c7c32abbba55d046ead.setIcon(icon_6fcfc4d02e37822530dd714789672de0);\n        \n    \n            var marker_325df9fd22460089f1e3f07e4d50bc81 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_098d42ed5861e9aa02832741e67a751e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_325df9fd22460089f1e3f07e4d50bc81.setIcon(icon_098d42ed5861e9aa02832741e67a751e);\n        \n    \n            var marker_22ad03f938bb4d4357af767567174187 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_c0674cd6b57404b64a9f6b9a221d700e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_22ad03f938bb4d4357af767567174187.setIcon(icon_c0674cd6b57404b64a9f6b9a221d700e);\n        \n    \n            var marker_30206c72c94576a264335e45f45277ca = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_e53379b77b4edcfe16cbc94323b57e74 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_30206c72c94576a264335e45f45277ca.setIcon(icon_e53379b77b4edcfe16cbc94323b57e74);\n        \n    \n            marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af.addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n&lt;/script&gt;\n&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 37
    },
    {
      "cell_type": "markdown",
      "source": "Your updated map may look like the following screenshots:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "<center>\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module_3/images/launch_site_marker_cluster.png\">\n</center>\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "<center>\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module_3/images/launch_site_marker_cluster_zoomed.png\">\n</center>\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "From the color-labeled markers in marker clusters, you should be able to easily identify which launch sites have relatively high success rates.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "# TASK 3: Calculate the distances between a launch site to its proximities\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Next, we need to explore and analyze the proximities of launch sites.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Let's first add a `MousePosition` on the map to get coordinate for a mouse over a point on the map. As such, while you are exploring the map, you can easily find the coordinates of any points of interests (such as railway)\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Add Mouse Position to get the coordinate (Lat, Long) for a mouse over on the map\nformatter = \"function(num) {return L.Util.formatNum(num, 5);};\"\nmouse_position = MousePosition(\n    position='topright',\n    separator=' Long: ',\n    empty_string='NaN',\n    lng_first=False,\n    num_digits=20,\n    prefix='Lat:',\n    lat_formatter=formatter,\n    lng_formatter=formatter,\n)\n\nsite_map.add_child(mouse_position)\nsite_map",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 38,
          "output_type": "execute_result",
          "data": {
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src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n    &lt;link rel=&quot;stylesheet&quot; 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var icon_7118d0c4e7adde2bda6fb15f2930ebe2 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_0ee0f5d9a3ddea47f30528a4a5145355.setIcon(icon_7118d0c4e7adde2bda6fb15f2930ebe2);\n        \n    \n            var marker_e85d5e74847531f7bd8be4ac925831ba = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_8963df76e0182cdf00afadd78f61cdb6 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e85d5e74847531f7bd8be4ac925831ba.setIcon(icon_8963df76e0182cdf00afadd78f61cdb6);\n        \n    \n            var marker_9a45c1c145f3cd5c8973738e4373973e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_5d35bdbab7cad6a9c8883627844454ac = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_9a45c1c145f3cd5c8973738e4373973e.setIcon(icon_5d35bdbab7cad6a9c8883627844454ac);\n        \n    \n            var marker_7bcc2a512ff12fdd091936b14a6f8623 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e318612e85c62c913213431c029fc2db.setIcon(icon_41b6591adfa74cad0044521aaf67491e);\n        \n    \n            var marker_793bab632768f1a03d326b4e6ac6634a = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_576126063d32af0cf1ad2b15c9a71321 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_793bab632768f1a03d326b4e6ac6634a.setIcon(icon_576126063d32af0cf1ad2b15c9a71321);\n        \n    \n            var marker_92fca03965fde9a77ac8642dadbc3f4b = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_d91ec4c3fcd0eec3d35c57a8eeaf0cec = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_92fca03965fde9a77ac8642dadbc3f4b.setIcon(icon_d91ec4c3fcd0eec3d35c57a8eeaf0cec);\n        \n    \n            var marker_33ce3b6c5d9691a2a262e845afbaa881 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_e1a15efdc967c8fa2b13650292274e4e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_33ce3b6c5d9691a2a262e845afbaa881.setIcon(icon_e1a15efdc967c8fa2b13650292274e4e);\n        \n    \n            var marker_6c2b8b5106aff951c09778999ed8e460 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_40ced36652cba7113a6651cc28a22aaf = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_6c2b8b5106aff951c09778999ed8e460.setIcon(icon_40ced36652cba7113a6651cc28a22aaf);\n        \n    \n            var marker_7425c6047d5c1fc3c7610f45dd9d5946 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_0c3f9485fa6dde86ea4b1c89d85fa577 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7425c6047d5c1fc3c7610f45dd9d5946.setIcon(icon_0c3f9485fa6dde86ea4b1c89d85fa577);\n        \n    \n            var marker_2416a157e30564851b826950f92227f9 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_7ebdae01ba284b4e00d56fea5c39c02b = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2416a157e30564851b826950f92227f9.setIcon(icon_7ebdae01ba284b4e00d56fea5c39c02b);\n        \n    \n            var marker_ab50443b7b35d38e23d953e39411bacf = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_dbd69b2b8a92b2c453a2c3421cf1c770 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ab50443b7b35d38e23d953e39411bacf.setIcon(icon_dbd69b2b8a92b2c453a2c3421cf1c770);\n        \n    \n            var marker_28c288726ca7890a8a0239d65ecbb1aa = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ddcf74b3ca37818e1455d74925953c82 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_28c288726ca7890a8a0239d65ecbb1aa.setIcon(icon_ddcf74b3ca37818e1455d74925953c82);\n        \n    \n            var marker_2481d9542f9453158921420bbb483c6a = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_65100d47831e70006ed1523d524353ff = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2481d9542f9453158921420bbb483c6a.setIcon(icon_65100d47831e70006ed1523d524353ff);\n        \n    \n            var marker_aa79853b399cbd4f58ecb755cb9d202d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_734ae5ae51ec5816943e84a8335f600e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa79853b399cbd4f58ecb755cb9d202d.setIcon(icon_734ae5ae51ec5816943e84a8335f600e);\n        \n    \n            var marker_17cb7b60f7b6633e82be64db5372dcb5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_4e923581c695edb1c4536c77aa2885d3 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_17cb7b60f7b6633e82be64db5372dcb5.setIcon(icon_4e923581c695edb1c4536c77aa2885d3);\n        \n    \n            var marker_47a3ab2aa8dcc0991f09a8322f9d355e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_9b582f53ffd8dcc11f4b03ae49dcdf7e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_47a3ab2aa8dcc0991f09a8322f9d355e.setIcon(icon_9b582f53ffd8dcc11f4b03ae49dcdf7e);\n        \n    \n            var marker_e54c00dd2878a6e49dc75a09ee1297d3 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_06cd8b73f24f80716bc6a5a9b08243ba = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e54c00dd2878a6e49dc75a09ee1297d3.setIcon(icon_06cd8b73f24f80716bc6a5a9b08243ba);\n        \n    \n            var marker_100f7043a9b5571b9780aa98e222b5d5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_d855b7f1339bbc6507be6eb594b924d8 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_100f7043a9b5571b9780aa98e222b5d5.setIcon(icon_d855b7f1339bbc6507be6eb594b924d8);\n        \n    \n            var marker_bfa641fa5a97c4906b7411773751c807 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_5431806d488ac9d07c0b0be7b786f453 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bfa641fa5a97c4906b7411773751c807.setIcon(icon_5431806d488ac9d07c0b0be7b786f453);\n        \n    \n            var marker_ac1b30ba8835fbfcadf0a54b7a31a7d9 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_93f10f40c3d7f27b86da474e28b00bfa = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ac1b30ba8835fbfcadf0a54b7a31a7d9.setIcon(icon_93f10f40c3d7f27b86da474e28b00bfa);\n        \n    \n            var marker_dfd50f872c5278abf9762d1f271e0bd6 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_59dd31a7757705c703fc157c7b1f1a32 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dfd50f872c5278abf9762d1f271e0bd6.setIcon(icon_59dd31a7757705c703fc157c7b1f1a32);\n        \n    \n            var marker_fa9834e7683d7aaf467534143ee5b8c5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_d012b78d10d9b2e5b6b6cc149c5863e5 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_fa9834e7683d7aaf467534143ee5b8c5.setIcon(icon_d012b78d10d9b2e5b6b6cc149c5863e5);\n        \n    \n            var marker_b66886df665b6d15ccf5b5f21f19e97e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_05f62590c1c82b23c6b267e6e58f8798 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b66886df665b6d15ccf5b5f21f19e97e.setIcon(icon_05f62590c1c82b23c6b267e6e58f8798);\n        \n    \n            var marker_3c585a130b2ea35669900655dd9af99b = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_78e7325b4dd8139033effe5e3efd4a1c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3c585a130b2ea35669900655dd9af99b.setIcon(icon_78e7325b4dd8139033effe5e3efd4a1c);\n        \n    \n            var marker_1aaafe09ffd3d7a5bf24c4073fe1e5e4 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_17046e73712c91379dcb9a95fd32fac2 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1aaafe09ffd3d7a5bf24c4073fe1e5e4.setIcon(icon_17046e73712c91379dcb9a95fd32fac2);\n        \n    \n            var marker_32413600c0857154fe7347a2aff1dd66 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f22f0cbd955f06f94987abf29cee534f = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_32413600c0857154fe7347a2aff1dd66.setIcon(icon_f22f0cbd955f06f94987abf29cee534f);\n        \n    \n            var marker_42cbdda440f26b977118acf0b363d1f8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_db205858d4b8b1b142a96a30d9304260 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_42cbdda440f26b977118acf0b363d1f8.setIcon(icon_db205858d4b8b1b142a96a30d9304260);\n        \n    \n            var marker_bea68246de995200090b593d258e0ee6 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_716d26892ccca69f59c48f89f233287a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bea68246de995200090b593d258e0ee6.setIcon(icon_716d26892ccca69f59c48f89f233287a);\n        \n    \n            var marker_3af54d0f074b365de0af8d3a0934805e = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_738104e1b6fce3a7eab227c999399634 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3af54d0f074b365de0af8d3a0934805e.setIcon(icon_738104e1b6fce3a7eab227c999399634);\n        \n    \n            var marker_76fbf97ef5be47d564979bef3c89d401 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f76ac0edb0f7f99afc160cb847af95ef = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_76fbf97ef5be47d564979bef3c89d401.setIcon(icon_f76ac0edb0f7f99afc160cb847af95ef);\n        \n    \n            var marker_f2c5236a67c2cbd32633153f16492a0a = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7816979379bdbb1ae27a586596ea1b20.setIcon(icon_43b18626c435247110420969e9c1d374);\n        \n    \n            var marker_5f661114a8014bea5a40bada02a76b08 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_be0b753f6990f34ed8b6410f9fadf488 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5f661114a8014bea5a40bada02a76b08.setIcon(icon_be0b753f6990f34ed8b6410f9fadf488);\n        \n    \n            var marker_7af03e15bf389b03417a41d5c49308f7 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_1a2f0e0f85fe0ebe9592e054f30e1e93 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7af03e15bf389b03417a41d5c49308f7.setIcon(icon_1a2f0e0f85fe0ebe9592e054f30e1e93);\n        \n    \n            var marker_8a85ccb998ecd6d2835b1efe84c7e94f = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f1ead556f219dd755c7220b196e95a8c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8a85ccb998ecd6d2835b1efe84c7e94f.setIcon(icon_f1ead556f219dd755c7220b196e95a8c);\n        \n    \n            var marker_e601208b41df86ffd5af357edb01dafe = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_b31b0caec818b15404ed87deb603f24a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e601208b41df86ffd5af357edb01dafe.setIcon(icon_b31b0caec818b15404ed87deb603f24a);\n        \n    \n            var marker_ec5d4cafabaad16dd56e84098fe40a07 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_cced71dd5cd0540f456a667c58be2cd0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ec5d4cafabaad16dd56e84098fe40a07.setIcon(icon_cced71dd5cd0540f456a667c58be2cd0);\n        \n    \n            var marker_c6a4b2a1adc2fb34a1dcbcb13747000b = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_3603206d2e32882a1bab8b70a9f97028 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c6a4b2a1adc2fb34a1dcbcb13747000b.setIcon(icon_3603206d2e32882a1bab8b70a9f97028);\n        \n    \n            var marker_058df28228be750c54e10b90ef709c12 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ecbd333a9c3e76e40769859a31da898e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_058df28228be750c54e10b90ef709c12.setIcon(icon_ecbd333a9c3e76e40769859a31da898e);\n        \n    \n            var marker_8672387d0ce52541ba250d455acc8527 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_6c112040967d17a6e02ba81b2adabf99 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8672387d0ce52541ba250d455acc8527.setIcon(icon_6c112040967d17a6e02ba81b2adabf99);\n        \n    \n            var marker_64e8d8507365e801506c5585e0145cfd = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ca2f3e77d2339e17cc54d9211a40abd0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_64e8d8507365e801506c5585e0145cfd.setIcon(icon_ca2f3e77d2339e17cc54d9211a40abd0);\n        \n    \n            var marker_2d805ce019cccb6f5dd6e1fd2ccd6c44 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_a38a4d6770fd817f112d819e482b3fdd = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2d805ce019cccb6f5dd6e1fd2ccd6c44.setIcon(icon_a38a4d6770fd817f112d819e482b3fdd);\n        \n    \n            var marker_60deba7f11426cc7d27b27efdc6fac5c = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_3f4e722cc04bd9baff65d8122d8c4ed1 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_60deba7f11426cc7d27b27efdc6fac5c.setIcon(icon_3f4e722cc04bd9baff65d8122d8c4ed1);\n        \n    \n            var marker_3cb06d800ae563e9d9d1a7fce44adfc8 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_2e37181ea0a14b4bb833af663691927c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3cb06d800ae563e9d9d1a7fce44adfc8.setIcon(icon_2e37181ea0a14b4bb833af663691927c);\n        \n    \n            var marker_6dc809086ab747ae17fd78c4f06cf404 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_b58c577f5e4c2496c862ff6dce9ecb2a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_6dc809086ab747ae17fd78c4f06cf404.setIcon(icon_b58c577f5e4c2496c862ff6dce9ecb2a);\n        \n    \n            var marker_1c263c527aa3d3057506dfe71a91015f = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_9415bdc04edf5ce4d5140874cfbbae01 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1c263c527aa3d3057506dfe71a91015f.setIcon(icon_9415bdc04edf5ce4d5140874cfbbae01);\n        \n    \n            var marker_aa3ac1d5ddcb1c64524de5ca4c1a8b76 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f97b3f4cd270c5dcce150ca4d57e6104 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa3ac1d5ddcb1c64524de5ca4c1a8b76.setIcon(icon_f97b3f4cd270c5dcce150ca4d57e6104);\n        \n    \n            var marker_1ca464479628a59b978a030436da3538 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_1524bfaae2d31459ec5ace9445a99c35 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1ca464479628a59b978a030436da3538.setIcon(icon_1524bfaae2d31459ec5ace9445a99c35);\n        \n    \n            var marker_4dbd2f8916f5a9cb8a41ec603a2e5a66 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f39a12af389fcca57ca043e71d6195ca = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_4dbd2f8916f5a9cb8a41ec603a2e5a66.setIcon(icon_f39a12af389fcca57ca043e71d6195ca);\n        \n    \n            var marker_dcca48c5f401a5f58cdf240aa2c0c546 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_961dc706009911c85a4f0989639a36cc = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            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{return L.Util.formatNum(num, 5);};;\n            map_207627e55d4fbbb013d7fe85629de8f8.addControl(mouse_position_9938181ecb2b2acaf06d7d42d54bdefd);\n        \n&lt;/script&gt;\n&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 38
    },
    {
      "cell_type": "markdown",
      "source": "Now zoom in to a launch site and explore its proximity to see if you can easily find any railway, highway, coastline, etc. Move your mouse to these points and mark down their coordinates (shown on the top-left) in order to the distance to the launch site.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "Now zoom in to a launch site and explore its proximity to see if you can easily find any railway, highway, coastline, etc. Move your mouse to these points and mark down their coordinates (shown on the top-left) in order to the distance to the launch site.\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "from math import sin, cos, sqrt, atan2, radians\n\ndef calculate_distance(lat1, lon1, lat2, lon2):\n    # approximate radius of earth in km\n    R = 6373.0\n\n    lat1 = radians(lat1)\n    lon1 = radians(lon1)\n    lat2 = radians(lat2)\n    lon2 = radians(lon2)\n\n    dlon = lon2 - lon1\n    dlat = lat2 - lat1\n\n    a = sin(dlat / 2)**2 + cos(lat1) * cos(lat2) * sin(dlon / 2)**2\n    c = 2 * atan2(sqrt(a), sqrt(1 - a))\n\n    distance = R * c\n    return distance",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 39
    },
    {
      "cell_type": "markdown",
      "source": "*TODO:* Mark down a point on the closest coastline using MousePosition and calculate the distance between the coastline point and the launch site.\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# find coordinate of the closet coastline\n# e.g.,: Lat: 28.56367  Lon: -80.57163\n# distance_coastline = calculate_distance(launch_site_lat, launch_site_lon, coastline_lat, coastline_lon)\n# find coordinate of the closet coastline\n# distance_coastline = calculate_distance(launch_site_lat, launch_site_lon, coastline_lat, coastline_lon)\n\nlaunch_site_lat, launch_site_lon = 28.563197, -80.576820\ncoastline_lat, coastline_lon = 28.56319, -80.56785\n\ndistance_coastline = calculate_distance(launch_site_lat, launch_site_lon, coastline_lat, coastline_lon)\ndistance_coastline",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 40,
          "output_type": "execute_result",
          "data": {
            "text/plain": "0.8762983388668404"
          },
          "metadata": {}
        }
      ],
      "execution_count": 40
    },
    {
      "cell_type": "code",
      "source": "# Create and add a folium.Marker on your selected closest coastline point on the map\n# Display the distance between coastline point and launch site using the icon property \n# for example\n# distance_marker = folium.Marker(\n#    coordinate,\n#    icon=DivIcon(\n#        icon_size=(20,20),\n#        icon_anchor=(0,0),\n#        html='<div style=\"font-size: 12; color:#d35400;\"><b>%s</b></div>' % \"{:10.2f} KM\".format(distance),\n#        )\n#    )\n\n# Create and add a folium.Marker on your selected closest coastline point on the map\n# Display the distance between coastline point and launch site using the icon property \ndistance_marker = folium.Marker(\n   location=[coastline_lat, coastline_lon],\n   icon=DivIcon(\n       icon_size=(20,20),\n       icon_anchor=(0,0),\n       html='<div style=\"font-size: 12; color:#d35400;\"><b>%s</b></div>' % \"{:10.2f} KM\".format(distance_coastline),\n       )\n   )",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 41
    },
    {
      "cell_type": "markdown",
      "source": "*TODO:* Draw a `PolyLine` between a launch site to the selected coastline point\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Create a `folium.PolyLine` object using the coastline coordinates and launch site coordinate\nlines=folium.PolyLine(locations=[[launch_site_lat, launch_site_lon], [coastline_lat, coastline_lon]], weight=1)\nsite_map.add_child(lines)",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 42,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5ccc540>",
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circle_e48014d3d0a8a03345b38f9d2410b7f1.bindPopup(popup_4b8dad025e8062b729b3c67770567c40)\n        ;\n\n        \n    \n    \n            var marker_18ce3b986ecf38b6c60dbbf13d55137e = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n    \n            var div_icon_e18d97ebf01127452fd01fdf64d77e3f = L.divIcon({&quot;className&quot;: &quot;empty&quot;, &quot;html&quot;: &quot;\\u003cdiv style=\\&quot;font-size : 12; color:#0054d3;\\&quot;\\u003e\\u003cb\\u003eKSC LC-39A\\u003c/b\\u003e\\u003c/div\\u003e&quot;, &quot;iconAnchor&quot;: [0, 0], &quot;iconSize&quot;: [20, 20]});\n            marker_18ce3b986ecf38b6c60dbbf13d55137e.setIcon(div_icon_e18d97ebf01127452fd01fdf64d77e3f);\n        \n    \n            var circle_090bed7eaa5dcda5728d772c8defee76 = L.circle(\n                [34.63283416, -120.6107455],\n                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: 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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e318612e85c62c913213431c029fc2db.setIcon(icon_41b6591adfa74cad0044521aaf67491e);\n        \n    \n            var marker_793bab632768f1a03d326b4e6ac6634a = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_576126063d32af0cf1ad2b15c9a71321 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_793bab632768f1a03d326b4e6ac6634a.setIcon(icon_576126063d32af0cf1ad2b15c9a71321);\n        \n    \n            var marker_92fca03965fde9a77ac8642dadbc3f4b = 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marker_6c2b8b5106aff951c09778999ed8e460.setIcon(icon_40ced36652cba7113a6651cc28a22aaf);\n        \n    \n            var marker_7425c6047d5c1fc3c7610f45dd9d5946 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_0c3f9485fa6dde86ea4b1c89d85fa577 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7425c6047d5c1fc3c7610f45dd9d5946.setIcon(icon_0c3f9485fa6dde86ea4b1c89d85fa577);\n        \n    \n            var marker_2416a157e30564851b826950f92227f9 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ab50443b7b35d38e23d953e39411bacf.setIcon(icon_dbd69b2b8a92b2c453a2c3421cf1c770);\n        \n    \n            var marker_28c288726ca7890a8a0239d65ecbb1aa = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ddcf74b3ca37818e1455d74925953c82 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_28c288726ca7890a8a0239d65ecbb1aa.setIcon(icon_ddcf74b3ca37818e1455d74925953c82);\n        \n    \n            var marker_2481d9542f9453158921420bbb483c6a = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_65100d47831e70006ed1523d524353ff = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2481d9542f9453158921420bbb483c6a.setIcon(icon_65100d47831e70006ed1523d524353ff);\n        \n    \n            var marker_aa79853b399cbd4f58ecb755cb9d202d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_734ae5ae51ec5816943e84a8335f600e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: 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marker_17cb7b60f7b6633e82be64db5372dcb5.setIcon(icon_4e923581c695edb1c4536c77aa2885d3);\n        \n    \n            var marker_47a3ab2aa8dcc0991f09a8322f9d355e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_9b582f53ffd8dcc11f4b03ae49dcdf7e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_47a3ab2aa8dcc0991f09a8322f9d355e.setIcon(icon_9b582f53ffd8dcc11f4b03ae49dcdf7e);\n        \n    \n            var marker_e54c00dd2878a6e49dc75a09ee1297d3 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_100f7043a9b5571b9780aa98e222b5d5.setIcon(icon_d855b7f1339bbc6507be6eb594b924d8);\n        \n    \n            var marker_bfa641fa5a97c4906b7411773751c807 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_5431806d488ac9d07c0b0be7b786f453 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bfa641fa5a97c4906b7411773751c807.setIcon(icon_5431806d488ac9d07c0b0be7b786f453);\n        \n    \n            var marker_ac1b30ba8835fbfcadf0a54b7a31a7d9 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_93f10f40c3d7f27b86da474e28b00bfa = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ac1b30ba8835fbfcadf0a54b7a31a7d9.setIcon(icon_93f10f40c3d7f27b86da474e28b00bfa);\n        \n    \n            var marker_dfd50f872c5278abf9762d1f271e0bd6 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_59dd31a7757705c703fc157c7b1f1a32 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dfd50f872c5278abf9762d1f271e0bd6.setIcon(icon_59dd31a7757705c703fc157c7b1f1a32);\n        \n    \n            var marker_fa9834e7683d7aaf467534143ee5b8c5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_d012b78d10d9b2e5b6b6cc149c5863e5 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_fa9834e7683d7aaf467534143ee5b8c5.setIcon(icon_d012b78d10d9b2e5b6b6cc149c5863e5);\n        \n    \n            var marker_b66886df665b6d15ccf5b5f21f19e97e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_05f62590c1c82b23c6b267e6e58f8798 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b66886df665b6d15ccf5b5f21f19e97e.setIcon(icon_05f62590c1c82b23c6b267e6e58f8798);\n        \n    \n            var marker_3c585a130b2ea35669900655dd9af99b = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_78e7325b4dd8139033effe5e3efd4a1c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3c585a130b2ea35669900655dd9af99b.setIcon(icon_78e7325b4dd8139033effe5e3efd4a1c);\n        \n    \n            var marker_1aaafe09ffd3d7a5bf24c4073fe1e5e4 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_17046e73712c91379dcb9a95fd32fac2 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1aaafe09ffd3d7a5bf24c4073fe1e5e4.setIcon(icon_17046e73712c91379dcb9a95fd32fac2);\n        \n    \n            var marker_32413600c0857154fe7347a2aff1dd66 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f22f0cbd955f06f94987abf29cee534f = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_32413600c0857154fe7347a2aff1dd66.setIcon(icon_f22f0cbd955f06f94987abf29cee534f);\n        \n    \n            var marker_42cbdda440f26b977118acf0b363d1f8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_db205858d4b8b1b142a96a30d9304260 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_42cbdda440f26b977118acf0b363d1f8.setIcon(icon_db205858d4b8b1b142a96a30d9304260);\n        \n    \n            var marker_bea68246de995200090b593d258e0ee6 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_716d26892ccca69f59c48f89f233287a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bea68246de995200090b593d258e0ee6.setIcon(icon_716d26892ccca69f59c48f89f233287a);\n        \n    \n            var marker_3af54d0f074b365de0af8d3a0934805e = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_738104e1b6fce3a7eab227c999399634 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3af54d0f074b365de0af8d3a0934805e.setIcon(icon_738104e1b6fce3a7eab227c999399634);\n        \n    \n            var marker_76fbf97ef5be47d564979bef3c89d401 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f76ac0edb0f7f99afc160cb847af95ef = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_76fbf97ef5be47d564979bef3c89d401.setIcon(icon_f76ac0edb0f7f99afc160cb847af95ef);\n        \n    \n            var marker_f2c5236a67c2cbd32633153f16492a0a = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_103a8fbd005aef6f143d5f787458d372 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_f2c5236a67c2cbd32633153f16492a0a.setIcon(icon_103a8fbd005aef6f143d5f787458d372);\n        \n    \n            var marker_7816979379bdbb1ae27a586596ea1b20 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_43b18626c435247110420969e9c1d374 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7816979379bdbb1ae27a586596ea1b20.setIcon(icon_43b18626c435247110420969e9c1d374);\n        \n    \n            var marker_5f661114a8014bea5a40bada02a76b08 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_be0b753f6990f34ed8b6410f9fadf488 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5f661114a8014bea5a40bada02a76b08.setIcon(icon_be0b753f6990f34ed8b6410f9fadf488);\n        \n    \n            var marker_7af03e15bf389b03417a41d5c49308f7 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_1a2f0e0f85fe0ebe9592e054f30e1e93 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7af03e15bf389b03417a41d5c49308f7.setIcon(icon_1a2f0e0f85fe0ebe9592e054f30e1e93);\n        \n    \n            var marker_8a85ccb998ecd6d2835b1efe84c7e94f = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f1ead556f219dd755c7220b196e95a8c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8a85ccb998ecd6d2835b1efe84c7e94f.setIcon(icon_f1ead556f219dd755c7220b196e95a8c);\n        \n    \n            var marker_e601208b41df86ffd5af357edb01dafe = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_b31b0caec818b15404ed87deb603f24a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e601208b41df86ffd5af357edb01dafe.setIcon(icon_b31b0caec818b15404ed87deb603f24a);\n        \n    \n            var marker_ec5d4cafabaad16dd56e84098fe40a07 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_cced71dd5cd0540f456a667c58be2cd0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ec5d4cafabaad16dd56e84098fe40a07.setIcon(icon_cced71dd5cd0540f456a667c58be2cd0);\n        \n    \n            var marker_c6a4b2a1adc2fb34a1dcbcb13747000b = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_3603206d2e32882a1bab8b70a9f97028 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c6a4b2a1adc2fb34a1dcbcb13747000b.setIcon(icon_3603206d2e32882a1bab8b70a9f97028);\n        \n    \n            var marker_058df28228be750c54e10b90ef709c12 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ecbd333a9c3e76e40769859a31da898e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_058df28228be750c54e10b90ef709c12.setIcon(icon_ecbd333a9c3e76e40769859a31da898e);\n        \n    \n            var marker_8672387d0ce52541ba250d455acc8527 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_6c112040967d17a6e02ba81b2adabf99 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8672387d0ce52541ba250d455acc8527.setIcon(icon_6c112040967d17a6e02ba81b2adabf99);\n        \n    \n            var marker_64e8d8507365e801506c5585e0145cfd = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_ca2f3e77d2339e17cc54d9211a40abd0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_64e8d8507365e801506c5585e0145cfd.setIcon(icon_ca2f3e77d2339e17cc54d9211a40abd0);\n        \n    \n            var marker_2d805ce019cccb6f5dd6e1fd2ccd6c44 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_a38a4d6770fd817f112d819e482b3fdd = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2d805ce019cccb6f5dd6e1fd2ccd6c44.setIcon(icon_a38a4d6770fd817f112d819e482b3fdd);\n        \n    \n            var marker_60deba7f11426cc7d27b27efdc6fac5c = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_3f4e722cc04bd9baff65d8122d8c4ed1 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_60deba7f11426cc7d27b27efdc6fac5c.setIcon(icon_3f4e722cc04bd9baff65d8122d8c4ed1);\n        \n    \n            var marker_3cb06d800ae563e9d9d1a7fce44adfc8 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_2e37181ea0a14b4bb833af663691927c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3cb06d800ae563e9d9d1a7fce44adfc8.setIcon(icon_2e37181ea0a14b4bb833af663691927c);\n        \n    \n            var marker_6dc809086ab747ae17fd78c4f06cf404 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            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marker_dcca48c5f401a5f58cdf240aa2c0c546.setIcon(icon_961dc706009911c85a4f0989639a36cc);\n        \n    \n            var marker_200addf4b9094c7c32abbba55d046ead = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_6fcfc4d02e37822530dd714789672de0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_200addf4b9094c7c32abbba55d046ead.setIcon(icon_6fcfc4d02e37822530dd714789672de0);\n        \n    \n            var marker_325df9fd22460089f1e3f07e4d50bc81 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_098d42ed5861e9aa02832741e67a751e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_325df9fd22460089f1e3f07e4d50bc81.setIcon(icon_098d42ed5861e9aa02832741e67a751e);\n        \n    \n            var marker_22ad03f938bb4d4357af767567174187 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_c0674cd6b57404b64a9f6b9a221d700e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, 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marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af.addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n    \n            tile_layer_c8d39d61ab760deba1f0d8a1e0d86768.addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n    \n            marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af.addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n    \n            var mouse_position_9938181ecb2b2acaf06d7d42d54bdefd = new L.Control.MousePosition(\n                {&quot;emptyString&quot;: &quot;NaN&quot;, &quot;lngFirst&quot;: false, &quot;numDigits&quot;: 20, &quot;position&quot;: &quot;topright&quot;, &quot;prefix&quot;: &quot;Lat:&quot;, &quot;separator&quot;: &quot; Long: &quot;}\n            );\n            mouse_position_9938181ecb2b2acaf06d7d42d54bdefd.options[&quot;latFormatter&quot;] =\n                function(num) {return L.Util.formatNum(num, 5);};;\n            mouse_position_9938181ecb2b2acaf06d7d42d54bdefd.options[&quot;lngFormatter&quot;] =\n                function(num) {return L.Util.formatNum(num, 5);};;\n            map_207627e55d4fbbb013d7fe85629de8f8.addControl(mouse_position_9938181ecb2b2acaf06d7d42d54bdefd);\n        \n    \n            tile_layer_c8d39d61ab760deba1f0d8a1e0d86768.addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n    \n            marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af.addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n    \n            var poly_line_07987b8e9cc862692f70e17cd6d2de48 = L.polyline(\n                [[28.563197, -80.57682], [28.56319, -80.56785]],\n                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;#3388ff&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;#3388ff&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;noClip&quot;: false, &quot;opacity&quot;: 1.0, &quot;smoothFactor&quot;: 1.0, &quot;stroke&quot;: true, &quot;weight&quot;: 1}\n            ).addTo(map_207627e55d4fbbb013d7fe85629de8f8);\n        \n&lt;/script&gt;\n&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
          },
          "metadata": {}
        }
      ],
      "execution_count": 42
    },
    {
      "cell_type": "markdown",
      "source": "Your updated map with distance line should look like the following screenshot:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "<center>\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module_3/images/launch_site_marker_distance.png\">\n</center>\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "*TODO:* Similarly, you can draw a line betwee a launch site to its closest city, railway, highway, etc. You need to use `MousePosition` to find the their coordinates on the map first\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "A railway map symbol may look like this:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "<center>\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module_3/images/railway.png\">\n</center>\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "A highway map symbol may look like this:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "<center>\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module_3/images/highway.png\">\n</center>\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "A city map symbol may look like this:\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "<center>\n    <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBM-DS0321EN-SkillsNetwork/labs/module_3/images/city.png\">\n</center>\n",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# Create a marker with distance to a closest city, railway, highway, etc.\n# Draw a line between the marker to the launch site\ncity_lat, city_lon = 28.53, -81.38  # coords for Orlando\n\nline2=folium.PolyLine(locations=[[launch_site_lat, launch_site_lon], [city_lat, city_lon]], weight=3)\nsite_map.add_child(line2)",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 43,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5ccc540>",
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marker_17cb7b60f7b6633e82be64db5372dcb5.setIcon(icon_4e923581c695edb1c4536c77aa2885d3);\n        \n    \n            var marker_47a3ab2aa8dcc0991f09a8322f9d355e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_9b582f53ffd8dcc11f4b03ae49dcdf7e = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_47a3ab2aa8dcc0991f09a8322f9d355e.setIcon(icon_9b582f53ffd8dcc11f4b03ae49dcdf7e);\n        \n    \n            var marker_e54c00dd2878a6e49dc75a09ee1297d3 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_100f7043a9b5571b9780aa98e222b5d5.setIcon(icon_d855b7f1339bbc6507be6eb594b924d8);\n        \n    \n            var marker_bfa641fa5a97c4906b7411773751c807 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_5431806d488ac9d07c0b0be7b786f453 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bfa641fa5a97c4906b7411773751c807.setIcon(icon_5431806d488ac9d07c0b0be7b786f453);\n        \n    \n            var marker_ac1b30ba8835fbfcadf0a54b7a31a7d9 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_93f10f40c3d7f27b86da474e28b00bfa = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ac1b30ba8835fbfcadf0a54b7a31a7d9.setIcon(icon_93f10f40c3d7f27b86da474e28b00bfa);\n        \n    \n            var marker_dfd50f872c5278abf9762d1f271e0bd6 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_59dd31a7757705c703fc157c7b1f1a32 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dfd50f872c5278abf9762d1f271e0bd6.setIcon(icon_59dd31a7757705c703fc157c7b1f1a32);\n        \n    \n            var marker_fa9834e7683d7aaf467534143ee5b8c5 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_d012b78d10d9b2e5b6b6cc149c5863e5 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_fa9834e7683d7aaf467534143ee5b8c5.setIcon(icon_d012b78d10d9b2e5b6b6cc149c5863e5);\n        \n    \n            var marker_b66886df665b6d15ccf5b5f21f19e97e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_05f62590c1c82b23c6b267e6e58f8798 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b66886df665b6d15ccf5b5f21f19e97e.setIcon(icon_05f62590c1c82b23c6b267e6e58f8798);\n        \n    \n            var marker_3c585a130b2ea35669900655dd9af99b = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            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&quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_1aaafe09ffd3d7a5bf24c4073fe1e5e4.setIcon(icon_17046e73712c91379dcb9a95fd32fac2);\n        \n    \n            var marker_32413600c0857154fe7347a2aff1dd66 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f22f0cbd955f06f94987abf29cee534f = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_32413600c0857154fe7347a2aff1dd66.setIcon(icon_f22f0cbd955f06f94987abf29cee534f);\n        \n    \n            var marker_42cbdda440f26b977118acf0b363d1f8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_db205858d4b8b1b142a96a30d9304260 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_42cbdda440f26b977118acf0b363d1f8.setIcon(icon_db205858d4b8b1b142a96a30d9304260);\n        \n    \n            var marker_bea68246de995200090b593d258e0ee6 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_716d26892ccca69f59c48f89f233287a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bea68246de995200090b593d258e0ee6.setIcon(icon_716d26892ccca69f59c48f89f233287a);\n        \n    \n            var marker_3af54d0f074b365de0af8d3a0934805e = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_738104e1b6fce3a7eab227c999399634 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3af54d0f074b365de0af8d3a0934805e.setIcon(icon_738104e1b6fce3a7eab227c999399634);\n        \n    \n            var marker_76fbf97ef5be47d564979bef3c89d401 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f76ac0edb0f7f99afc160cb847af95ef = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_76fbf97ef5be47d564979bef3c89d401.setIcon(icon_f76ac0edb0f7f99afc160cb847af95ef);\n        \n    \n            var marker_f2c5236a67c2cbd32633153f16492a0a = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_103a8fbd005aef6f143d5f787458d372 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_f2c5236a67c2cbd32633153f16492a0a.setIcon(icon_103a8fbd005aef6f143d5f787458d372);\n        \n    \n            var marker_7816979379bdbb1ae27a586596ea1b20 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_43b18626c435247110420969e9c1d374 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7816979379bdbb1ae27a586596ea1b20.setIcon(icon_43b18626c435247110420969e9c1d374);\n        \n    \n            var marker_5f661114a8014bea5a40bada02a76b08 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_be0b753f6990f34ed8b6410f9fadf488 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5f661114a8014bea5a40bada02a76b08.setIcon(icon_be0b753f6990f34ed8b6410f9fadf488);\n        \n    \n            var marker_7af03e15bf389b03417a41d5c49308f7 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_1a2f0e0f85fe0ebe9592e054f30e1e93 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_7af03e15bf389b03417a41d5c49308f7.setIcon(icon_1a2f0e0f85fe0ebe9592e054f30e1e93);\n        \n    \n            var marker_8a85ccb998ecd6d2835b1efe84c7e94f = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_f1ead556f219dd755c7220b196e95a8c = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8a85ccb998ecd6d2835b1efe84c7e94f.setIcon(icon_f1ead556f219dd755c7220b196e95a8c);\n        \n    \n            var marker_e601208b41df86ffd5af357edb01dafe = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_b31b0caec818b15404ed87deb603f24a = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;red&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;popup&quot;: 0, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e601208b41df86ffd5af357edb01dafe.setIcon(icon_b31b0caec818b15404ed87deb603f24a);\n        \n    \n            var marker_ec5d4cafabaad16dd56e84098fe40a07 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_415288d120f0cc6c2ae6edd9bae1a5af);\n        \n    \n            var icon_cced71dd5cd0540f456a667c58be2cd0 = L.AwesomeMarkers.icon(\n                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;popup&quot;: 1, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ec5d4cafabaad16dd56e84098fe40a07.setIcon(icon_cced71dd5cd0540f456a667c58be2cd0);\n        \n    \n            var marker_c6a4b2a1adc2fb34a1dcbcb13747000b = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            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          },
          "metadata": {}
        }
      ],
      "execution_count": 43
    },
    {
      "cell_type": "code",
      "source": "",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": null
    },
    {
      "cell_type": "code",
      "source": "",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": null
    },
    {
      "cell_type": "markdown",
      "source": "After you plot distance lines to the proximities, you can answer the following questions easily:\n\n*   Are launch sites in close proximity to railways?\n*   Are launch sites in close proximity to highways?\n*   Are launch sites in close proximity to coastline?\n*   Do launch sites keep certain distance away from cities?\n\nAlso please try to explain your findings.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "# Next Steps:\n\nNow you have discovered many interesting insights related to the launch sites' location using folium, in a very interactive way. Next, you will need to build a dashboard using Ploty Dash on detailed launch records.\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "## Authors\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "[Pratiksha Verma](https://www.linkedin.com/in/pratiksha-verma-6487561b1/?utm_medium=Exinfluencer&utm_source=Exinfluencer&utm_content=000026UJ&utm_term=10006555&utm_id=NA-SkillsNetwork-Channel-SkillsNetworkCoursesIBMDS0321ENSkillsNetwork865-2022-01-01)\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "## Change Log\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "| Date (YYYY-MM-DD) | Version | Changed By      | Change Description      |\n| ----------------- | ------- | -------------   | ----------------------- |\n| 2022-11-09        | 1.0     | Pratiksha Verma | Converted initial version to Jupyterlite|\n",
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": "### <h3 align=\"center\"> IBM Corporation 2022. All rights reserved. <h3/>\n",
      "metadata": {}
    }
  ]
}