06_lab_jupyter_launch_site_location.ipynb

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      "name": "python",
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      "language": "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": 1
    },
    {
      "cell_type": "code",
      "source": "import folium\nimport pandas as pd",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 2
    },
    {
      "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": 3
    },
    {
      "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": 4
    },
    {
      "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": 5,
          "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": 5
    },
    {
      "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": 6
    },
    {
      "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": "# Create a blue 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 blue 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": 7,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x12b4018>",
            "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-glyphicons.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_aef7e251a831033274f560df40fb8dcd {\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_aef7e251a831033274f560df40fb8dcd&quot; &gt;&lt;/div&gt;\n        \n&lt;/body&gt;\n&lt;script&gt;\n    \n    \n            var map_aef7e251a831033274f560df40fb8dcd = L.map(\n                &quot;map_aef7e251a831033274f560df40fb8dcd&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_118a55a123c6868d02e892cbb54b31c2 = 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_118a55a123c6868d02e892cbb54b31c2.addTo(map_aef7e251a831033274f560df40fb8dcd);\n        \n    \n            var circle_65d60ddd972a84c47fea9501559dae02 = 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_aef7e251a831033274f560df40fb8dcd);\n        \n    \n        var popup_f91f96be2dc3e20304ec8db69e867978 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n\n        \n            \n                var html_e1c30cb3ce9d827109768d70f4c6d21c = $(`&lt;div id=&quot;html_e1c30cb3ce9d827109768d70f4c6d21c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NASA Johnson Space Center&lt;/div&gt;`)[0];\n                popup_f91f96be2dc3e20304ec8db69e867978.setContent(html_e1c30cb3ce9d827109768d70f4c6d21c);\n            \n        \n\n        circle_65d60ddd972a84c47fea9501559dae02.bindPopup(popup_f91f96be2dc3e20304ec8db69e867978)\n        ;\n\n        \n    \n    \n            var marker_4cc730112fe341cafa4072ece610c881 = L.marker(\n                [29.559684888503615, -95.0830971930759],\n                {}\n            ).addTo(map_aef7e251a831033274f560df40fb8dcd);\n        \n    \n            var div_icon_400d66fb25966386dfa4927a199ab2fa = 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_4cc730112fe341cafa4072ece610c881.setIcon(div_icon_400d66fb25966386dfa4927a199ab2fa);\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": 7
    },
    {
      "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": "sites = launch_sites_df['Launch Site'].to_list()\nsites",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 8,
          "output_type": "execute_result",
          "data": {
            "text/plain": "['CCAFS LC-40', 'CCAFS SLC-40', 'KSC LC-39A', 'VAFB SLC-4E']"
          },
          "metadata": {}
        }
      ],
      "execution_count": 8
    },
    {
      "cell_type": "code",
      "source": "# Initial the map\n#site_map = folium.Map(location=nasa_coordinate, zoom_start=5)\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\n\n\nsite_map = folium.Map(location=[(launch_sites_df['Lat'].max() + launch_sites_df['Lat'].min())/2, \n                                (launch_sites_df['Long'].max() + launch_sites_df['Long'].min())/2], \n                      zoom_start=5)\n\nfor i, value in enumerate(sites):\n\n    coord = [launch_sites_df['Lat'][i], launch_sites_df['Long'][i]]\n    \n    circle = folium.Circle(coord, \n                           radius=1000, \n                           color='#d35400', \n                           fill=True).add_child(folium.Popup(value))\n    \n    marker = folium.map.Marker(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:#d35400;\"><b>%s</b></div>' % value,\n                                   ))\n    site_map.add_child(circle)\n    site_map.add_child(marker)\n    \nsite_map                                                      ",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 9,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5a3e208>",
            "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-glyphicons.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_a753fda45175cd3b7e449b62dd0cbaaf {\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": 9
    },
    {
      "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": 10,
          "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": 10
    },
    {
      "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": 11
    },
    {
      "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",
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": "# 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\ndef get_marker_color(launch_class):\n    return 'green' if launch_class == 1 else 'red'\n\nlaunch_sites_df['marker_color'] = ''",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 12
    },
    {
      "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": "# Apply the same function to spacex_df to get marker colors\nspacex_df['marker_color'] = spacex_df['class'].apply(get_marker_color)\n\nmarker_cluster = MarkerCluster().add_to(site_map)\n\n# Add markers to the map\nfor index, record in spacex_df.iterrows():\n    marker = folium.Marker(\n        location=[record['Lat'], record['Long']],\n        icon=folium.Icon(color='white', icon_color=record['marker_color'])\n    )\n    marker_cluster.add_child(marker)\n\n# Add marker_cluster to site_map\nsite_map.add_child(marker_cluster)\n\nsite_map",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 13,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5a3e208>",
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);\n            marker_86f19814690bbebdb3a59e7a270e2194.setIcon(icon_c04ffd3fb183604dc969a9a52704b903);\n        \n    \n            var marker_2222b039a1027aa4fd22402700c748ab = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_d6f6b451817ad13792fef182e6c9e5c6 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2222b039a1027aa4fd22402700c748ab.setIcon(icon_d6f6b451817ad13792fef182e6c9e5c6);\n        \n    \n            var marker_cad08dc2f32e6fbd493d671f6a9ee94f = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_75bc349df73aed3d8e281f8ee0938b22 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cad08dc2f32e6fbd493d671f6a9ee94f.setIcon(icon_75bc349df73aed3d8e281f8ee0938b22);\n        \n    \n            var marker_cd3c7db490682f59c1bf26e28404f242 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_357840931e8e9de74f9deb031d63ca4b = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cd3c7db490682f59c1bf26e28404f242.setIcon(icon_357840931e8e9de74f9deb031d63ca4b);\n        \n    \n            var marker_a70648abccb695a691d34a204e51e852 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_887cc25fe70a032bfb5f3fd7abff9871 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a70648abccb695a691d34a204e51e852.setIcon(icon_887cc25fe70a032bfb5f3fd7abff9871);\n        \n    \n            var marker_648e99a1649cf505c43cba5b50d81c43 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_f5013977ac46ed74dce4546be10bb273 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_648e99a1649cf505c43cba5b50d81c43.setIcon(icon_f5013977ac46ed74dce4546be10bb273);\n        \n    \n            var marker_3d57335ea1d609ca807710728dd1b904 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_917882f70cb58e4d493449a634d64900 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3d57335ea1d609ca807710728dd1b904.setIcon(icon_917882f70cb58e4d493449a634d64900);\n        \n    \n            var marker_e7f6a5072f5efbc11bdffe7f0c751b03 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_4ed9e47ad5f2da11c6dabad601fd4269 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e7f6a5072f5efbc11bdffe7f0c751b03.setIcon(icon_4ed9e47ad5f2da11c6dabad601fd4269);\n        \n    \n            var marker_ffb3d30750bf344f419c6757b9774fbf = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_a20af5317b09d849681b453e6c265851 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ffb3d30750bf344f419c6757b9774fbf.setIcon(icon_a20af5317b09d849681b453e6c265851);\n        \n    \n            var marker_cfe67fe79686d597b61520779d78f678 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_52cb9312dbb7a7c22d553627189ad129 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cfe67fe79686d597b61520779d78f678.setIcon(icon_52cb9312dbb7a7c22d553627189ad129);\n        \n    \n            var marker_dd645018dc896a2f4869803aace7a3ba = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_62f0484e5146f65a2fd5e705423a518e = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dd645018dc896a2f4869803aace7a3ba.setIcon(icon_62f0484e5146f65a2fd5e705423a518e);\n        \n    \n            var marker_5cfb068a59bba984da580b9f4f99f125 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_11948314f19ea46a591ec69ec14f25bb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5cfb068a59bba984da580b9f4f99f125.setIcon(icon_11948314f19ea46a591ec69ec14f25bb);\n        \n    \n            var marker_52cdf89aef2f74be0a40f823b563a54e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_056508348b8d21f55d55537d272ca011 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_52cdf89aef2f74be0a40f823b563a54e.setIcon(icon_056508348b8d21f55d55537d272ca011);\n        \n    \n            var marker_582ff68a912c7ac5034494e2beca69f0 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_860b703629f430b234b62db355317d94 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_582ff68a912c7ac5034494e2beca69f0.setIcon(icon_860b703629f430b234b62db355317d94);\n        \n    \n            var marker_b079268a20fdedb5013e020b16887759 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_defd9d6babf9009b742638b6ca613759 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b079268a20fdedb5013e020b16887759.setIcon(icon_defd9d6babf9009b742638b6ca613759);\n        \n    \n            var marker_702d8cb60f07f8e1a0c37b28fd0a7b8d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_34096a8f72e30516ed2941d4776d183c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_702d8cb60f07f8e1a0c37b28fd0a7b8d.setIcon(icon_34096a8f72e30516ed2941d4776d183c);\n        \n    \n            var marker_70bfe1be63ecc19cf7dc2063331d8334 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_9cd1fac160e2efbcd58e1678d587b3cb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_70bfe1be63ecc19cf7dc2063331d8334.setIcon(icon_9cd1fac160e2efbcd58e1678d587b3cb);\n        \n    \n            var marker_a57e2f28f1101d29ff32822c4f7b0ec8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_7d7e125a6ef21a658f164f1edcbd893a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a57e2f28f1101d29ff32822c4f7b0ec8.setIcon(icon_7d7e125a6ef21a658f164f1edcbd893a);\n        \n    \n            var marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_8909975ff3e26acfa4df8846e86a4b6a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0.setIcon(icon_8909975ff3e26acfa4df8846e86a4b6a);\n        \n    \n            var marker_5dab578e8847f5d0904ba9bacab10b84 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_5276dac9b40b86017f1ed67e7f2c1177 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5dab578e8847f5d0904ba9bacab10b84.setIcon(icon_5276dac9b40b86017f1ed67e7f2c1177);\n        \n    \n            var marker_396e84acf201013bbf6c3ca9f949196f = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_aa8a74ba86b4045c86798453754ffdbb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_396e84acf201013bbf6c3ca9f949196f.setIcon(icon_aa8a74ba86b4045c86798453754ffdbb);\n        \n    \n            var marker_eae8e7f06bc69807dc171e18f68345c0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_eb4b6aa5e16e7769eef7593e13f2384c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_eae8e7f06bc69807dc171e18f68345c0.setIcon(icon_eb4b6aa5e16e7769eef7593e13f2384c);\n        \n    \n            var marker_a7c528f148f2073cadb4ae4a3978e378 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_6a0e2f1e6b6af247cc29fff14dd3a65d = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a7c528f148f2073cadb4ae4a3978e378.setIcon(icon_6a0e2f1e6b6af247cc29fff14dd3a65d);\n        \n    \n            var marker_c20341cc33bfc9064750175f0b5fa623 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_30efd0439cee927b4d1776c20a2b049a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c20341cc33bfc9064750175f0b5fa623.setIcon(icon_30efd0439cee927b4d1776c20a2b049a);\n        \n    \n            var marker_334e7553c35eab28bc12a6dd204e5abc = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_af96c3cc131d036f8ecc4e4f5f318cbf = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_334e7553c35eab28bc12a6dd204e5abc.setIcon(icon_af96c3cc131d036f8ecc4e4f5f318cbf);\n        \n    \n            var marker_b2a92d62d07f21bb14491881e5ec0266 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_46b6802359e075b8b34c0e86ed57edba = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b2a92d62d07f21bb14491881e5ec0266.setIcon(icon_46b6802359e075b8b34c0e86ed57edba);\n        \n    \n            var marker_aa5517fe853f54570123b461a6571629 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_39401a31ba06195946e47da7305cc5aa = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa5517fe853f54570123b461a6571629.setIcon(icon_39401a31ba06195946e47da7305cc5aa);\n        \n    \n            var marker_8124bbf7c2b0cd270932b51733157165 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_10a7e13fb34cd232c82162175c06d315 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8124bbf7c2b0cd270932b51733157165.setIcon(icon_10a7e13fb34cd232c82162175c06d315);\n        \n    \n            var marker_c544880b36e345ee11f44ddf459ed8d7 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_605ad58eb7be13d24bf8c16d4b2dbe0b = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c544880b36e345ee11f44ddf459ed8d7.setIcon(icon_605ad58eb7be13d24bf8c16d4b2dbe0b);\n        \n    \n            var marker_2138f64785c57275cd59241883aa5212 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_0993a66ac2ce82c294f3f49f53d7dc6c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2138f64785c57275cd59241883aa5212.setIcon(icon_0993a66ac2ce82c294f3f49f53d7dc6c);\n        \n    \n            var marker_aa200fd8ac7e4f079d631c0036e4bfc7 = L.marker(\n                [28.57325457, 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&quot;iconColor&quot;: &quot;green&quot;, &quot;markerColor&quot;: &quot;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_45154b5dff7d9b528fa56f4824b3d7ae.setIcon(icon_75753219aec94a136a2013e70dce003c);\n        \n    \n            var marker_b3f2cdc7084fbe8208b5ece3b84b64ec = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_c738e2118b99d01c1ac06e6d093b3d59 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b3f2cdc7084fbe8208b5ece3b84b64ec.setIcon(icon_c738e2118b99d01c1ac06e6d093b3d59);\n        \n    \n            var marker_a8bfe6ba5855785e9125fd9b9ed0cbff = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_d754064655f96945253a71f5e382343d = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a8bfe6ba5855785e9125fd9b9ed0cbff.setIcon(icon_d754064655f96945253a71f5e382343d);\n        \n    \n            var marker_019bc31713865e1dacd96da98e36b5c8 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_6eb53c62abdeae11f404201e936c9750 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_019bc31713865e1dacd96da98e36b5c8.setIcon(icon_6eb53c62abdeae11f404201e936c9750);\n        \n    \n            var marker_bbb9a02eb31cfd07d57b3c742b504a35 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_b5ecfaa9e97b044e4a73a0725e0eeac1 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bbb9a02eb31cfd07d57b3c742b504a35.setIcon(icon_b5ecfaa9e97b044e4a73a0725e0eeac1);\n        \n    \n            var marker_d39630adbc3024356b289c9032c3773d = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_7ee6b23e8028b953d144b1e697e79fdb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_d39630adbc3024356b289c9032c3773d.setIcon(icon_7ee6b23e8028b953d144b1e697e79fdb);\n        \n    \n            var marker_cad34ef68496080f771f29ecb47de906 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_de2c03b16e1548f6ea0ad6cd0c5a3b78 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cad34ef68496080f771f29ecb47de906.setIcon(icon_de2c03b16e1548f6ea0ad6cd0c5a3b78);\n        \n    \n            var marker_342af8389819851d721e319220acbd84 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_f691d0332920d326a7935c5c954354d6 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_342af8389819851d721e319220acbd84.setIcon(icon_f691d0332920d326a7935c5c954354d6);\n        \n    \n            var marker_b55047e8a0f67863144933eb128c6f35 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_3c17352c5011a01f8f9012f122f208af = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b55047e8a0f67863144933eb128c6f35.setIcon(icon_3c17352c5011a01f8f9012f122f208af);\n        \n    \n            var marker_51de65b21161964c3f0400541d615b2b = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_83df7e97318fe03942edf104ffe3872f = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_51de65b21161964c3f0400541d615b2b.setIcon(icon_83df7e97318fe03942edf104ffe3872f);\n        \n    \n            var marker_25be73f95efdd521308cf183b429a733 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_857363a5c55350b761db1f12a7d8f8bf = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_25be73f95efdd521308cf183b429a733.setIcon(icon_857363a5c55350b761db1f12a7d8f8bf);\n        \n    \n            var marker_c0e622fc0d6f55ae91a627c9a72fcef4 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_31648bfcbfb763710bb30256fc709a59 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c0e622fc0d6f55ae91a627c9a72fcef4.setIcon(icon_31648bfcbfb763710bb30256fc709a59);\n        \n    \n            var marker_905e88c74eea4f8ba0650311e94c5bf5 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_420e4b35341b2c934d9aeacd0127933e = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_905e88c74eea4f8ba0650311e94c5bf5.setIcon(icon_420e4b35341b2c934d9aeacd0127933e);\n        \n    \n            var marker_c6735c6cfaab5dc564de2393b2033fc7 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_a71d24ca41537555830c5099df7c6dc0 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c6735c6cfaab5dc564de2393b2033fc7.setIcon(icon_a71d24ca41537555830c5099df7c6dc0);\n        \n    \n            var marker_fca6f826acb40a40cb52670293e7c6ca = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_076f390aa2bdce638ee158f63fdff3db = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_fca6f826acb40a40cb52670293e7c6ca.setIcon(icon_076f390aa2bdce638ee158f63fdff3db);\n        \n    \n            marker_cluster_bf9b150d1cbb72618ed4a12a50710558.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\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": 13
    },
    {
      "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": 14,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5a3e208>",
            "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-glyphicons.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 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{}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_357840931e8e9de74f9deb031d63ca4b = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cd3c7db490682f59c1bf26e28404f242.setIcon(icon_357840931e8e9de74f9deb031d63ca4b);\n        \n    \n            var marker_a70648abccb695a691d34a204e51e852 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_887cc25fe70a032bfb5f3fd7abff9871 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a70648abccb695a691d34a204e51e852.setIcon(icon_887cc25fe70a032bfb5f3fd7abff9871);\n        \n    \n            var marker_648e99a1649cf505c43cba5b50d81c43 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_f5013977ac46ed74dce4546be10bb273 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_648e99a1649cf505c43cba5b50d81c43.setIcon(icon_f5013977ac46ed74dce4546be10bb273);\n        \n    \n            var marker_3d57335ea1d609ca807710728dd1b904 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_917882f70cb58e4d493449a634d64900 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3d57335ea1d609ca807710728dd1b904.setIcon(icon_917882f70cb58e4d493449a634d64900);\n        \n    \n            var marker_e7f6a5072f5efbc11bdffe7f0c751b03 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_4ed9e47ad5f2da11c6dabad601fd4269 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e7f6a5072f5efbc11bdffe7f0c751b03.setIcon(icon_4ed9e47ad5f2da11c6dabad601fd4269);\n        \n    \n            var marker_ffb3d30750bf344f419c6757b9774fbf = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_a20af5317b09d849681b453e6c265851 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ffb3d30750bf344f419c6757b9774fbf.setIcon(icon_a20af5317b09d849681b453e6c265851);\n        \n    \n            var marker_cfe67fe79686d597b61520779d78f678 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_52cb9312dbb7a7c22d553627189ad129 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cfe67fe79686d597b61520779d78f678.setIcon(icon_52cb9312dbb7a7c22d553627189ad129);\n        \n    \n            var marker_dd645018dc896a2f4869803aace7a3ba = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_62f0484e5146f65a2fd5e705423a518e = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dd645018dc896a2f4869803aace7a3ba.setIcon(icon_62f0484e5146f65a2fd5e705423a518e);\n        \n    \n            var marker_5cfb068a59bba984da580b9f4f99f125 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_11948314f19ea46a591ec69ec14f25bb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5cfb068a59bba984da580b9f4f99f125.setIcon(icon_11948314f19ea46a591ec69ec14f25bb);\n        \n    \n            var marker_52cdf89aef2f74be0a40f823b563a54e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_056508348b8d21f55d55537d272ca011 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_52cdf89aef2f74be0a40f823b563a54e.setIcon(icon_056508348b8d21f55d55537d272ca011);\n        \n    \n            var marker_582ff68a912c7ac5034494e2beca69f0 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_860b703629f430b234b62db355317d94 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_582ff68a912c7ac5034494e2beca69f0.setIcon(icon_860b703629f430b234b62db355317d94);\n        \n    \n            var marker_b079268a20fdedb5013e020b16887759 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_defd9d6babf9009b742638b6ca613759 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b079268a20fdedb5013e020b16887759.setIcon(icon_defd9d6babf9009b742638b6ca613759);\n        \n    \n            var marker_702d8cb60f07f8e1a0c37b28fd0a7b8d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_34096a8f72e30516ed2941d4776d183c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_702d8cb60f07f8e1a0c37b28fd0a7b8d.setIcon(icon_34096a8f72e30516ed2941d4776d183c);\n        \n    \n            var marker_70bfe1be63ecc19cf7dc2063331d8334 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_9cd1fac160e2efbcd58e1678d587b3cb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_70bfe1be63ecc19cf7dc2063331d8334.setIcon(icon_9cd1fac160e2efbcd58e1678d587b3cb);\n        \n    \n            var marker_a57e2f28f1101d29ff32822c4f7b0ec8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_7d7e125a6ef21a658f164f1edcbd893a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a57e2f28f1101d29ff32822c4f7b0ec8.setIcon(icon_7d7e125a6ef21a658f164f1edcbd893a);\n        \n    \n            var marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_8909975ff3e26acfa4df8846e86a4b6a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0.setIcon(icon_8909975ff3e26acfa4df8846e86a4b6a);\n        \n    \n            var marker_5dab578e8847f5d0904ba9bacab10b84 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_5276dac9b40b86017f1ed67e7f2c1177 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5dab578e8847f5d0904ba9bacab10b84.setIcon(icon_5276dac9b40b86017f1ed67e7f2c1177);\n        \n    \n            var marker_396e84acf201013bbf6c3ca9f949196f = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_aa8a74ba86b4045c86798453754ffdbb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_396e84acf201013bbf6c3ca9f949196f.setIcon(icon_aa8a74ba86b4045c86798453754ffdbb);\n        \n    \n            var marker_eae8e7f06bc69807dc171e18f68345c0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_eb4b6aa5e16e7769eef7593e13f2384c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_eae8e7f06bc69807dc171e18f68345c0.setIcon(icon_eb4b6aa5e16e7769eef7593e13f2384c);\n        \n    \n            var marker_a7c528f148f2073cadb4ae4a3978e378 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_6a0e2f1e6b6af247cc29fff14dd3a65d = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a7c528f148f2073cadb4ae4a3978e378.setIcon(icon_6a0e2f1e6b6af247cc29fff14dd3a65d);\n        \n    \n            var marker_c20341cc33bfc9064750175f0b5fa623 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_30efd0439cee927b4d1776c20a2b049a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c20341cc33bfc9064750175f0b5fa623.setIcon(icon_30efd0439cee927b4d1776c20a2b049a);\n        \n    \n            var marker_334e7553c35eab28bc12a6dd204e5abc = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_af96c3cc131d036f8ecc4e4f5f318cbf = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_334e7553c35eab28bc12a6dd204e5abc.setIcon(icon_af96c3cc131d036f8ecc4e4f5f318cbf);\n        \n    \n            var marker_b2a92d62d07f21bb14491881e5ec0266 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_46b6802359e075b8b34c0e86ed57edba = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b2a92d62d07f21bb14491881e5ec0266.setIcon(icon_46b6802359e075b8b34c0e86ed57edba);\n        \n    \n            var marker_aa5517fe853f54570123b461a6571629 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_39401a31ba06195946e47da7305cc5aa = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa5517fe853f54570123b461a6571629.setIcon(icon_39401a31ba06195946e47da7305cc5aa);\n        \n    \n            var marker_8124bbf7c2b0cd270932b51733157165 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_10a7e13fb34cd232c82162175c06d315 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8124bbf7c2b0cd270932b51733157165.setIcon(icon_10a7e13fb34cd232c82162175c06d315);\n        \n    \n            var 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          },
          "metadata": {}
        }
      ],
      "execution_count": 14
    },
    {
      "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": 15
    },
    {
      "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\nlaunch_site_lat = 28.5632\nlaunch_site_lon = -80.57682\n\ncoastline_lat = 28.56295\ncoastline_lon = -80.5678\n\ndistance_coastline = calculate_distance(launch_site_lat, launch_site_lon, coastline_lat, coastline_lon)\ndistance_coastline",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 16,
          "output_type": "execute_result",
          "data": {
            "text/plain": "0.8816222392594675"
          },
          "metadata": {}
        }
      ],
      "execution_count": 16
    },
    {
      "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\ncoordinate = [28.56295, -80.5678]\n\ndistance_marker = folium.map.Marker(location = 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_coastline),\n                                    )\n                                )\n\nsite_map.add_child(distance_marker)\nsite_map",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 17,
          "output_type": "execute_result",
          "data": {
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&quot;markerColor&quot;: &quot;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a70648abccb695a691d34a204e51e852.setIcon(icon_887cc25fe70a032bfb5f3fd7abff9871);\n        \n    \n            var marker_648e99a1649cf505c43cba5b50d81c43 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_f5013977ac46ed74dce4546be10bb273 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_648e99a1649cf505c43cba5b50d81c43.setIcon(icon_f5013977ac46ed74dce4546be10bb273);\n        \n    \n            var marker_3d57335ea1d609ca807710728dd1b904 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_917882f70cb58e4d493449a634d64900 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3d57335ea1d609ca807710728dd1b904.setIcon(icon_917882f70cb58e4d493449a634d64900);\n        \n    \n            var marker_e7f6a5072f5efbc11bdffe7f0c751b03 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_4ed9e47ad5f2da11c6dabad601fd4269 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e7f6a5072f5efbc11bdffe7f0c751b03.setIcon(icon_4ed9e47ad5f2da11c6dabad601fd4269);\n        \n    \n            var marker_ffb3d30750bf344f419c6757b9774fbf = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_a20af5317b09d849681b453e6c265851 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ffb3d30750bf344f419c6757b9774fbf.setIcon(icon_a20af5317b09d849681b453e6c265851);\n        \n    \n            var marker_cfe67fe79686d597b61520779d78f678 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_52cb9312dbb7a7c22d553627189ad129 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cfe67fe79686d597b61520779d78f678.setIcon(icon_52cb9312dbb7a7c22d553627189ad129);\n        \n    \n            var marker_dd645018dc896a2f4869803aace7a3ba = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_62f0484e5146f65a2fd5e705423a518e = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dd645018dc896a2f4869803aace7a3ba.setIcon(icon_62f0484e5146f65a2fd5e705423a518e);\n        \n    \n            var marker_5cfb068a59bba984da580b9f4f99f125 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_11948314f19ea46a591ec69ec14f25bb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5cfb068a59bba984da580b9f4f99f125.setIcon(icon_11948314f19ea46a591ec69ec14f25bb);\n        \n    \n            var marker_52cdf89aef2f74be0a40f823b563a54e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_056508348b8d21f55d55537d272ca011 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_52cdf89aef2f74be0a40f823b563a54e.setIcon(icon_056508348b8d21f55d55537d272ca011);\n        \n    \n            var marker_582ff68a912c7ac5034494e2beca69f0 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_860b703629f430b234b62db355317d94 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_582ff68a912c7ac5034494e2beca69f0.setIcon(icon_860b703629f430b234b62db355317d94);\n        \n    \n            var marker_b079268a20fdedb5013e020b16887759 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_defd9d6babf9009b742638b6ca613759 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b079268a20fdedb5013e020b16887759.setIcon(icon_defd9d6babf9009b742638b6ca613759);\n        \n    \n            var marker_702d8cb60f07f8e1a0c37b28fd0a7b8d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_34096a8f72e30516ed2941d4776d183c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_702d8cb60f07f8e1a0c37b28fd0a7b8d.setIcon(icon_34096a8f72e30516ed2941d4776d183c);\n        \n    \n            var marker_70bfe1be63ecc19cf7dc2063331d8334 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_9cd1fac160e2efbcd58e1678d587b3cb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_70bfe1be63ecc19cf7dc2063331d8334.setIcon(icon_9cd1fac160e2efbcd58e1678d587b3cb);\n        \n    \n            var marker_a57e2f28f1101d29ff32822c4f7b0ec8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_7d7e125a6ef21a658f164f1edcbd893a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a57e2f28f1101d29ff32822c4f7b0ec8.setIcon(icon_7d7e125a6ef21a658f164f1edcbd893a);\n        \n    \n            var marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_8909975ff3e26acfa4df8846e86a4b6a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0.setIcon(icon_8909975ff3e26acfa4df8846e86a4b6a);\n        \n    \n            var marker_5dab578e8847f5d0904ba9bacab10b84 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_5276dac9b40b86017f1ed67e7f2c1177 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5dab578e8847f5d0904ba9bacab10b84.setIcon(icon_5276dac9b40b86017f1ed67e7f2c1177);\n        \n    \n            var marker_396e84acf201013bbf6c3ca9f949196f = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_aa8a74ba86b4045c86798453754ffdbb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_396e84acf201013bbf6c3ca9f949196f.setIcon(icon_aa8a74ba86b4045c86798453754ffdbb);\n        \n    \n            var marker_eae8e7f06bc69807dc171e18f68345c0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_eb4b6aa5e16e7769eef7593e13f2384c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_eae8e7f06bc69807dc171e18f68345c0.setIcon(icon_eb4b6aa5e16e7769eef7593e13f2384c);\n        \n    \n            var marker_a7c528f148f2073cadb4ae4a3978e378 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_6a0e2f1e6b6af247cc29fff14dd3a65d = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a7c528f148f2073cadb4ae4a3978e378.setIcon(icon_6a0e2f1e6b6af247cc29fff14dd3a65d);\n        \n    \n            var marker_c20341cc33bfc9064750175f0b5fa623 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_30efd0439cee927b4d1776c20a2b049a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c20341cc33bfc9064750175f0b5fa623.setIcon(icon_30efd0439cee927b4d1776c20a2b049a);\n        \n    \n            var marker_334e7553c35eab28bc12a6dd204e5abc = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_af96c3cc131d036f8ecc4e4f5f318cbf = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_334e7553c35eab28bc12a6dd204e5abc.setIcon(icon_af96c3cc131d036f8ecc4e4f5f318cbf);\n        \n    \n            var marker_b2a92d62d07f21bb14491881e5ec0266 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_46b6802359e075b8b34c0e86ed57edba = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b2a92d62d07f21bb14491881e5ec0266.setIcon(icon_46b6802359e075b8b34c0e86ed57edba);\n        \n    \n            var marker_aa5517fe853f54570123b461a6571629 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_39401a31ba06195946e47da7305cc5aa = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa5517fe853f54570123b461a6571629.setIcon(icon_39401a31ba06195946e47da7305cc5aa);\n        \n    \n            var marker_8124bbf7c2b0cd270932b51733157165 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_10a7e13fb34cd232c82162175c06d315 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8124bbf7c2b0cd270932b51733157165.setIcon(icon_10a7e13fb34cd232c82162175c06d315);\n        \n    \n            var marker_c544880b36e345ee11f44ddf459ed8d7 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_605ad58eb7be13d24bf8c16d4b2dbe0b = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c544880b36e345ee11f44ddf459ed8d7.setIcon(icon_605ad58eb7be13d24bf8c16d4b2dbe0b);\n        \n    \n            var marker_2138f64785c57275cd59241883aa5212 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_0993a66ac2ce82c294f3f49f53d7dc6c = L.AwesomeMarkers.icon(\n                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          },
          "metadata": {}
        }
      ],
      "execution_count": 17
    },
    {
      "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\n\n\nlines = folium.PolyLine(locations=[(launch_site_lat, launch_site_lon), (coastline_lat, coastline_lon)], weight=1)\n\n# Add the PolyLine to the map\nsite_map.add_child(lines)\n\n# Display the map (in a Jupyter Notebook, you would simply display the site_map variable)\nsite_map",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 18,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5a3e208>",
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&quot;markerColor&quot;: &quot;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a70648abccb695a691d34a204e51e852.setIcon(icon_887cc25fe70a032bfb5f3fd7abff9871);\n        \n    \n            var marker_648e99a1649cf505c43cba5b50d81c43 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_f5013977ac46ed74dce4546be10bb273 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_648e99a1649cf505c43cba5b50d81c43.setIcon(icon_f5013977ac46ed74dce4546be10bb273);\n        \n    \n            var marker_3d57335ea1d609ca807710728dd1b904 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_917882f70cb58e4d493449a634d64900 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3d57335ea1d609ca807710728dd1b904.setIcon(icon_917882f70cb58e4d493449a634d64900);\n        \n    \n            var marker_e7f6a5072f5efbc11bdffe7f0c751b03 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_4ed9e47ad5f2da11c6dabad601fd4269 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e7f6a5072f5efbc11bdffe7f0c751b03.setIcon(icon_4ed9e47ad5f2da11c6dabad601fd4269);\n        \n    \n            var marker_ffb3d30750bf344f419c6757b9774fbf = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_a20af5317b09d849681b453e6c265851 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ffb3d30750bf344f419c6757b9774fbf.setIcon(icon_a20af5317b09d849681b453e6c265851);\n        \n    \n            var marker_cfe67fe79686d597b61520779d78f678 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_52cb9312dbb7a7c22d553627189ad129 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cfe67fe79686d597b61520779d78f678.setIcon(icon_52cb9312dbb7a7c22d553627189ad129);\n        \n    \n            var marker_dd645018dc896a2f4869803aace7a3ba = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_62f0484e5146f65a2fd5e705423a518e = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dd645018dc896a2f4869803aace7a3ba.setIcon(icon_62f0484e5146f65a2fd5e705423a518e);\n        \n    \n            var marker_5cfb068a59bba984da580b9f4f99f125 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_11948314f19ea46a591ec69ec14f25bb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5cfb068a59bba984da580b9f4f99f125.setIcon(icon_11948314f19ea46a591ec69ec14f25bb);\n        \n    \n            var marker_52cdf89aef2f74be0a40f823b563a54e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_056508348b8d21f55d55537d272ca011 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_52cdf89aef2f74be0a40f823b563a54e.setIcon(icon_056508348b8d21f55d55537d272ca011);\n        \n    \n            var marker_582ff68a912c7ac5034494e2beca69f0 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_860b703629f430b234b62db355317d94 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_582ff68a912c7ac5034494e2beca69f0.setIcon(icon_860b703629f430b234b62db355317d94);\n        \n    \n            var marker_b079268a20fdedb5013e020b16887759 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_defd9d6babf9009b742638b6ca613759 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b079268a20fdedb5013e020b16887759.setIcon(icon_defd9d6babf9009b742638b6ca613759);\n        \n    \n            var marker_702d8cb60f07f8e1a0c37b28fd0a7b8d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_34096a8f72e30516ed2941d4776d183c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_702d8cb60f07f8e1a0c37b28fd0a7b8d.setIcon(icon_34096a8f72e30516ed2941d4776d183c);\n        \n    \n            var marker_70bfe1be63ecc19cf7dc2063331d8334 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_9cd1fac160e2efbcd58e1678d587b3cb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_70bfe1be63ecc19cf7dc2063331d8334.setIcon(icon_9cd1fac160e2efbcd58e1678d587b3cb);\n        \n    \n            var marker_a57e2f28f1101d29ff32822c4f7b0ec8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_7d7e125a6ef21a658f164f1edcbd893a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a57e2f28f1101d29ff32822c4f7b0ec8.setIcon(icon_7d7e125a6ef21a658f164f1edcbd893a);\n        \n    \n            var marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_8909975ff3e26acfa4df8846e86a4b6a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0.setIcon(icon_8909975ff3e26acfa4df8846e86a4b6a);\n        \n    \n            var marker_5dab578e8847f5d0904ba9bacab10b84 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_5276dac9b40b86017f1ed67e7f2c1177 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5dab578e8847f5d0904ba9bacab10b84.setIcon(icon_5276dac9b40b86017f1ed67e7f2c1177);\n        \n    \n            var marker_396e84acf201013bbf6c3ca9f949196f = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_aa8a74ba86b4045c86798453754ffdbb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_396e84acf201013bbf6c3ca9f949196f.setIcon(icon_aa8a74ba86b4045c86798453754ffdbb);\n        \n    \n            var marker_eae8e7f06bc69807dc171e18f68345c0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_eb4b6aa5e16e7769eef7593e13f2384c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_eae8e7f06bc69807dc171e18f68345c0.setIcon(icon_eb4b6aa5e16e7769eef7593e13f2384c);\n        \n    \n            var marker_a7c528f148f2073cadb4ae4a3978e378 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_6a0e2f1e6b6af247cc29fff14dd3a65d = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a7c528f148f2073cadb4ae4a3978e378.setIcon(icon_6a0e2f1e6b6af247cc29fff14dd3a65d);\n        \n    \n            var marker_c20341cc33bfc9064750175f0b5fa623 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_30efd0439cee927b4d1776c20a2b049a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c20341cc33bfc9064750175f0b5fa623.setIcon(icon_30efd0439cee927b4d1776c20a2b049a);\n        \n    \n            var marker_334e7553c35eab28bc12a6dd204e5abc = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_af96c3cc131d036f8ecc4e4f5f318cbf = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_334e7553c35eab28bc12a6dd204e5abc.setIcon(icon_af96c3cc131d036f8ecc4e4f5f318cbf);\n        \n    \n            var marker_b2a92d62d07f21bb14491881e5ec0266 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_46b6802359e075b8b34c0e86ed57edba = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b2a92d62d07f21bb14491881e5ec0266.setIcon(icon_46b6802359e075b8b34c0e86ed57edba);\n        \n    \n            var marker_aa5517fe853f54570123b461a6571629 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_39401a31ba06195946e47da7305cc5aa = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa5517fe853f54570123b461a6571629.setIcon(icon_39401a31ba06195946e47da7305cc5aa);\n        \n    \n            var marker_8124bbf7c2b0cd270932b51733157165 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_10a7e13fb34cd232c82162175c06d315 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8124bbf7c2b0cd270932b51733157165.setIcon(icon_10a7e13fb34cd232c82162175c06d315);\n        \n    \n            var marker_c544880b36e345ee11f44ddf459ed8d7 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_605ad58eb7be13d24bf8c16d4b2dbe0b = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c544880b36e345ee11f44ddf459ed8d7.setIcon(icon_605ad58eb7be13d24bf8c16d4b2dbe0b);\n        \n    \n            var marker_2138f64785c57275cd59241883aa5212 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_0993a66ac2ce82c294f3f49f53d7dc6c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_2138f64785c57275cd59241883aa5212.setIcon(icon_0993a66ac2ce82c294f3f49f53d7dc6c);\n        \n    \n            var marker_aa200fd8ac7e4f079d631c0036e4bfc7 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_b33345c19a2be6f03a7b91c648f6a21b = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa200fd8ac7e4f079d631c0036e4bfc7.setIcon(icon_b33345c19a2be6f03a7b91c648f6a21b);\n        \n    \n            var marker_45154b5dff7d9b528fa56f4824b3d7ae = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_75753219aec94a136a2013e70dce003c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_45154b5dff7d9b528fa56f4824b3d7ae.setIcon(icon_75753219aec94a136a2013e70dce003c);\n        \n    \n            var marker_b3f2cdc7084fbe8208b5ece3b84b64ec = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_c738e2118b99d01c1ac06e6d093b3d59 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b3f2cdc7084fbe8208b5ece3b84b64ec.setIcon(icon_c738e2118b99d01c1ac06e6d093b3d59);\n        \n    \n            var marker_a8bfe6ba5855785e9125fd9b9ed0cbff = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_d754064655f96945253a71f5e382343d = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a8bfe6ba5855785e9125fd9b9ed0cbff.setIcon(icon_d754064655f96945253a71f5e382343d);\n        \n    \n            var marker_019bc31713865e1dacd96da98e36b5c8 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_6eb53c62abdeae11f404201e936c9750 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_019bc31713865e1dacd96da98e36b5c8.setIcon(icon_6eb53c62abdeae11f404201e936c9750);\n        \n    \n            var marker_bbb9a02eb31cfd07d57b3c742b504a35 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_b5ecfaa9e97b044e4a73a0725e0eeac1 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_bbb9a02eb31cfd07d57b3c742b504a35.setIcon(icon_b5ecfaa9e97b044e4a73a0725e0eeac1);\n        \n    \n            var marker_d39630adbc3024356b289c9032c3773d = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_7ee6b23e8028b953d144b1e697e79fdb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_d39630adbc3024356b289c9032c3773d.setIcon(icon_7ee6b23e8028b953d144b1e697e79fdb);\n        \n    \n            var marker_cad34ef68496080f771f29ecb47de906 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_de2c03b16e1548f6ea0ad6cd0c5a3b78 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cad34ef68496080f771f29ecb47de906.setIcon(icon_de2c03b16e1548f6ea0ad6cd0c5a3b78);\n        \n    \n            var marker_342af8389819851d721e319220acbd84 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_f691d0332920d326a7935c5c954354d6 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_342af8389819851d721e319220acbd84.setIcon(icon_f691d0332920d326a7935c5c954354d6);\n        \n    \n            var marker_b55047e8a0f67863144933eb128c6f35 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_3c17352c5011a01f8f9012f122f208af = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b55047e8a0f67863144933eb128c6f35.setIcon(icon_3c17352c5011a01f8f9012f122f208af);\n        \n    \n            var marker_51de65b21161964c3f0400541d615b2b = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_83df7e97318fe03942edf104ffe3872f = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_51de65b21161964c3f0400541d615b2b.setIcon(icon_83df7e97318fe03942edf104ffe3872f);\n        \n    \n            var marker_25be73f95efdd521308cf183b429a733 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_857363a5c55350b761db1f12a7d8f8bf = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_25be73f95efdd521308cf183b429a733.setIcon(icon_857363a5c55350b761db1f12a7d8f8bf);\n        \n    \n            var marker_c0e622fc0d6f55ae91a627c9a72fcef4 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_31648bfcbfb763710bb30256fc709a59 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c0e622fc0d6f55ae91a627c9a72fcef4.setIcon(icon_31648bfcbfb763710bb30256fc709a59);\n        \n    \n            var marker_905e88c74eea4f8ba0650311e94c5bf5 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_420e4b35341b2c934d9aeacd0127933e = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_905e88c74eea4f8ba0650311e94c5bf5.setIcon(icon_420e4b35341b2c934d9aeacd0127933e);\n        \n    \n            var marker_c6735c6cfaab5dc564de2393b2033fc7 = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_a71d24ca41537555830c5099df7c6dc0 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c6735c6cfaab5dc564de2393b2033fc7.setIcon(icon_a71d24ca41537555830c5099df7c6dc0);\n        \n    \n            var marker_fca6f826acb40a40cb52670293e7c6ca = L.marker(\n                [28.56319718, -80.57682003],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_076f390aa2bdce638ee158f63fdff3db = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_fca6f826acb40a40cb52670293e7c6ca.setIcon(icon_076f390aa2bdce638ee158f63fdff3db);\n        \n    \n            marker_cluster_bf9b150d1cbb72618ed4a12a50710558.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            tile_layer_cf48b91a7ea1a97dc5bfcbf8ba32161b.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            marker_cluster_bf9b150d1cbb72618ed4a12a50710558.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            var mouse_position_55f7be29cd355f9749cbd300c286f175 = 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_55f7be29cd355f9749cbd300c286f175.options[&quot;latFormatter&quot;] =\n                function(num) {return L.Util.formatNum(num, 5);};;\n            mouse_position_55f7be29cd355f9749cbd300c286f175.options[&quot;lngFormatter&quot;] =\n                function(num) {return L.Util.formatNum(num, 5);};;\n            map_a753fda45175cd3b7e449b62dd0cbaaf.addControl(mouse_position_55f7be29cd355f9749cbd300c286f175);\n        \n    \n            tile_layer_cf48b91a7ea1a97dc5bfcbf8ba32161b.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            marker_cluster_bf9b150d1cbb72618ed4a12a50710558.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            var marker_35793d06e945df85b1c1d5a07d199992 = L.marker(\n                [28.56295, -80.5678],\n                {}\n            ).addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            var div_icon_11247c45b0ad8efe411ff4851e604cf7 = L.divIcon({&quot;className&quot;: &quot;empty&quot;, &quot;html&quot;: &quot;\\u003cdiv style=\\&quot;font-size: 12; color:#d35400;\\&quot;\\u003e\\u003cb\\u003e      0.88 KM\\u003c/b\\u003e\\u003c/div\\u003e&quot;, &quot;iconAnchor&quot;: [0, 0], &quot;iconSize&quot;: [20, 20]});\n            marker_35793d06e945df85b1c1d5a07d199992.setIcon(div_icon_11247c45b0ad8efe411ff4851e604cf7);\n        \n    \n            tile_layer_cf48b91a7ea1a97dc5bfcbf8ba32161b.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            marker_cluster_bf9b150d1cbb72618ed4a12a50710558.addTo(map_a753fda45175cd3b7e449b62dd0cbaaf);\n        \n    \n            var poly_line_0207977e6f1b6c92e7b44342d32f18a9 = L.polyline(\n                [[28.5632, -80.57682], [28.56295, -80.5678]],\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_a753fda45175cd3b7e449b62dd0cbaaf);\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": 18
    },
    {
      "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\n",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": 19
    },
    {
      "cell_type": "code",
      "source": "launch_lat = 28.57302\nlaunch_lon = -80.64651\n\nrail_lat = 28.53799\nrail_lon = -80.79243\n\n\ndistance_rail = calculate_distance(launch_lat, launch_lon, rail_lat, rail_lon)\ndistance_marker_rail = folium.map.Marker(location = [rail_lat, rail_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_rail),\n                                    )\n                                )\n\nsite_map.add_child(distance_marker_rail)\n\nlines_rail = folium.PolyLine(locations=[(launch_lat, launch_lon), (rail_lat, rail_lon)], weight=1)\nsite_map.add_child(lines_rail)\n\n\nhigh_lat = 28.56516\nhigh_lon = -80.85217\n\ndistance_high = calculate_distance(launch_lat, launch_lon, high_lat, high_lon)\ndistance_marker_high = folium.map.Marker(location = [high_lat, high_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_high),\n                                    )\n                                )\n\nsite_map.add_child(distance_marker_high)\n\nlines_high = folium.PolyLine(locations=[(launch_lat, launch_lon), (high_lat, high_lon)], weight=1)\nsite_map.add_child(lines_high)\n\nsite_map",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 20,
          "output_type": "execute_result",
          "data": {
            "text/plain": "<folium.folium.Map at 0x5a3e208>",
            "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-glyphicons.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 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{}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_357840931e8e9de74f9deb031d63ca4b = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cd3c7db490682f59c1bf26e28404f242.setIcon(icon_357840931e8e9de74f9deb031d63ca4b);\n        \n    \n            var marker_a70648abccb695a691d34a204e51e852 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_887cc25fe70a032bfb5f3fd7abff9871 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a70648abccb695a691d34a204e51e852.setIcon(icon_887cc25fe70a032bfb5f3fd7abff9871);\n        \n    \n            var marker_648e99a1649cf505c43cba5b50d81c43 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_f5013977ac46ed74dce4546be10bb273 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_648e99a1649cf505c43cba5b50d81c43.setIcon(icon_f5013977ac46ed74dce4546be10bb273);\n        \n    \n            var marker_3d57335ea1d609ca807710728dd1b904 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_917882f70cb58e4d493449a634d64900 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_3d57335ea1d609ca807710728dd1b904.setIcon(icon_917882f70cb58e4d493449a634d64900);\n        \n    \n            var marker_e7f6a5072f5efbc11bdffe7f0c751b03 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_4ed9e47ad5f2da11c6dabad601fd4269 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_e7f6a5072f5efbc11bdffe7f0c751b03.setIcon(icon_4ed9e47ad5f2da11c6dabad601fd4269);\n        \n    \n            var marker_ffb3d30750bf344f419c6757b9774fbf = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_a20af5317b09d849681b453e6c265851 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ffb3d30750bf344f419c6757b9774fbf.setIcon(icon_a20af5317b09d849681b453e6c265851);\n        \n    \n            var marker_cfe67fe79686d597b61520779d78f678 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_52cb9312dbb7a7c22d553627189ad129 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_cfe67fe79686d597b61520779d78f678.setIcon(icon_52cb9312dbb7a7c22d553627189ad129);\n        \n    \n            var marker_dd645018dc896a2f4869803aace7a3ba = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_62f0484e5146f65a2fd5e705423a518e = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_dd645018dc896a2f4869803aace7a3ba.setIcon(icon_62f0484e5146f65a2fd5e705423a518e);\n        \n    \n            var marker_5cfb068a59bba984da580b9f4f99f125 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_11948314f19ea46a591ec69ec14f25bb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5cfb068a59bba984da580b9f4f99f125.setIcon(icon_11948314f19ea46a591ec69ec14f25bb);\n        \n    \n            var marker_52cdf89aef2f74be0a40f823b563a54e = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_056508348b8d21f55d55537d272ca011 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_52cdf89aef2f74be0a40f823b563a54e.setIcon(icon_056508348b8d21f55d55537d272ca011);\n        \n    \n            var marker_582ff68a912c7ac5034494e2beca69f0 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_860b703629f430b234b62db355317d94 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_582ff68a912c7ac5034494e2beca69f0.setIcon(icon_860b703629f430b234b62db355317d94);\n        \n    \n            var marker_b079268a20fdedb5013e020b16887759 = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_defd9d6babf9009b742638b6ca613759 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b079268a20fdedb5013e020b16887759.setIcon(icon_defd9d6babf9009b742638b6ca613759);\n        \n    \n            var marker_702d8cb60f07f8e1a0c37b28fd0a7b8d = L.marker(\n                [28.56230197, -80.57735648],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_34096a8f72e30516ed2941d4776d183c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_702d8cb60f07f8e1a0c37b28fd0a7b8d.setIcon(icon_34096a8f72e30516ed2941d4776d183c);\n        \n    \n            var marker_70bfe1be63ecc19cf7dc2063331d8334 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_9cd1fac160e2efbcd58e1678d587b3cb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_70bfe1be63ecc19cf7dc2063331d8334.setIcon(icon_9cd1fac160e2efbcd58e1678d587b3cb);\n        \n    \n            var marker_a57e2f28f1101d29ff32822c4f7b0ec8 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_7d7e125a6ef21a658f164f1edcbd893a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a57e2f28f1101d29ff32822c4f7b0ec8.setIcon(icon_7d7e125a6ef21a658f164f1edcbd893a);\n        \n    \n            var marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_8909975ff3e26acfa4df8846e86a4b6a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_ff2ef4e3d87a039ba9cc4f7f29a65ed0.setIcon(icon_8909975ff3e26acfa4df8846e86a4b6a);\n        \n    \n            var marker_5dab578e8847f5d0904ba9bacab10b84 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_5276dac9b40b86017f1ed67e7f2c1177 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_5dab578e8847f5d0904ba9bacab10b84.setIcon(icon_5276dac9b40b86017f1ed67e7f2c1177);\n        \n    \n            var marker_396e84acf201013bbf6c3ca9f949196f = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_aa8a74ba86b4045c86798453754ffdbb = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_396e84acf201013bbf6c3ca9f949196f.setIcon(icon_aa8a74ba86b4045c86798453754ffdbb);\n        \n    \n            var marker_eae8e7f06bc69807dc171e18f68345c0 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_eb4b6aa5e16e7769eef7593e13f2384c = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_eae8e7f06bc69807dc171e18f68345c0.setIcon(icon_eb4b6aa5e16e7769eef7593e13f2384c);\n        \n    \n            var marker_a7c528f148f2073cadb4ae4a3978e378 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_6a0e2f1e6b6af247cc29fff14dd3a65d = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_a7c528f148f2073cadb4ae4a3978e378.setIcon(icon_6a0e2f1e6b6af247cc29fff14dd3a65d);\n        \n    \n            var marker_c20341cc33bfc9064750175f0b5fa623 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_30efd0439cee927b4d1776c20a2b049a = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_c20341cc33bfc9064750175f0b5fa623.setIcon(icon_30efd0439cee927b4d1776c20a2b049a);\n        \n    \n            var marker_334e7553c35eab28bc12a6dd204e5abc = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_af96c3cc131d036f8ecc4e4f5f318cbf = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_334e7553c35eab28bc12a6dd204e5abc.setIcon(icon_af96c3cc131d036f8ecc4e4f5f318cbf);\n        \n    \n            var marker_b2a92d62d07f21bb14491881e5ec0266 = L.marker(\n                [34.63283416, -120.6107455],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_46b6802359e075b8b34c0e86ed57edba = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_b2a92d62d07f21bb14491881e5ec0266.setIcon(icon_46b6802359e075b8b34c0e86ed57edba);\n        \n    \n            var marker_aa5517fe853f54570123b461a6571629 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_39401a31ba06195946e47da7305cc5aa = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_aa5517fe853f54570123b461a6571629.setIcon(icon_39401a31ba06195946e47da7305cc5aa);\n        \n    \n            var marker_8124bbf7c2b0cd270932b51733157165 = L.marker(\n                [28.57325457, -80.64689529],\n                {}\n            ).addTo(marker_cluster_bf9b150d1cbb72618ed4a12a50710558);\n        \n    \n            var icon_10a7e13fb34cd232c82162175c06d315 = 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;white&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n            );\n            marker_8124bbf7c2b0cd270932b51733157165.setIcon(icon_10a7e13fb34cd232c82162175c06d315);\n        \n    \n            var 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          },
          "metadata": {}
        }
      ],
      "execution_count": 20
    },
    {
      "cell_type": "code",
      "source": "distance_rail, distance_high",
      "metadata": {
        "trusted": true
      },
      "outputs": [
        {
          "execution_count": 21,
          "output_type": "execute_result",
          "data": {
            "text/plain": "(14.77914023244989, 20.109239511614323)"
          },
          "metadata": {}
        }
      ],
      "execution_count": 21
    },
    {
      "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": {}
    },
    {
      "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": "code",
      "source": "# Add marker_cluster to current site_map\nsite_map.add_child(marker_cluster)\n\n# for each row in spacex_df data frame\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    marker_cluster.add_child(marker)\n\nsite_map",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": null
    },
    {
      "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": "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": "code",
      "source": "",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": null
    },
    {
      "cell_type": "code",
      "source": "",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": null
    },
    {
      "cell_type": "code",
      "source": "",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": null
    },
    {
      "cell_type": "code",
      "source": "",
      "metadata": {
        "trusted": true
      },
      "outputs": [],
      "execution_count": null
    }
  ]
}