DV0101EN-Exercise-Creating-maps-visualizing-geospat.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
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   "source": [
    "<p style=\"text-align:center\">\n",
    "    <a href=\"https://skills.network\" 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",
    "\n",
    "\n",
    "# Creating maps and visualizing Geospatial data\n",
    "\n",
    "\n",
    "Estimated time needed: **30** minutes\n",
    "    \n",
    "\n",
    "## Objectives\n",
    "\n",
    "After completing this lab you will be able to:\n",
    "\n",
    "* Create maps and visualize geospatial data with Folium\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Introduction\n",
    "\n",
    "In this lab, we will learn how to create maps for different objectives. To do that, we will part ways with Matplotlib and work with another Python visualization library, namely **Folium**. What is nice about **Folium** is that it was developed for the sole purpose of visualizing geospatial data. While other libraries are available to visualize geospatial data, such as **plotly**, they might have a cap on how many API calls you can make within a defined time frame. **Folium**, on the other hand, is completely free.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Table of Contents\n",
    "\n",
    "<div class=\"alert alert-block alert-info\" style=\"margin-top: 20px\">\n",
    "\n",
    "1. [Exploring Datasets*](#0)<br>\n",
    "2. [Importing Libraries](#2)<br>\n",
    "3. [Introduction to Folium](#4) <br>\n",
    "4. [Map with Markers](#6) <br>\n",
    "5. [Choropleth Maps](#8) <br>\n",
    "</div>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Exploring Datasets<a id=\"0\"></a>\n",
    "\n",
    "Toolkits: This lab heavily relies on [*pandas*](http://pandas.pydata.org/) and [*Numpy*](http://www.numpy.org/) for data wrangling, analysis, and visualization. The primary plotting library we will explore in this lab is [**Folium**](https://github.com/python-visualization/folium/).\n",
    "\n",
    "Datasets: \n",
    "\n",
    "1. San Francisco Police Department Incidents for the year 2016 - [Police Department Incidents](https://data.sfgov.org/Public-Safety/Police-Department-Incident-Reports-Historical-2003/tmnf-yvry) from San Francisco public data portal. Incidents derived from San Francisco Police Department (SFPD) Crime Incident Reporting system. Updated daily, showing data for the entire year of 2016. Address and location has been anonymized by moving to mid-block or to an intersection. Note: this dataset no longer exists on the original website since systems updates in the department.  The link included will take you to the page explaining the change of system since this exercise was created.   \n",
    "\n",
    "2. Immigration to Canada from 1980 to 2013 - [International migration flows to and from selected countries - The 2015 revision](https://www.un.org/development/desa/pd/data/international-migration-flows) from United Nation's website. The dataset contains annual data on the flows of international migrants as recorded by the countries of destination. The data presents both inflows and outflows according to the place of birth, citizenship or place of previous / next residence both for foreigners and nationals. For this lesson, we will focus on the Canadian Immigration data and use the *already cleaned dataset*.<br><br>\n",
    "You can refer to the lab on data pre-processing wherein this dataset is cleaned for a quick refresh your Pandas skill [Data pre-processing with Pandas](https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/labs/v4/DV0101EN-Exercise-Dataset-Preprocessing-Exploring-with-Pandas.ipynb)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Importing Libraries <a id=\"2\"></a>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import Primary Modules:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import numpy as np  # useful for many scientific computing in Python\n",
    "import pandas as pd # primary data structure library"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Let's install **Folium**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Folium** is not available by default. So, we first need to install it before we are able to import it.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Folium installed and imported!\n"
     ]
    }
   ],
   "source": [
    "#!pip3 install folium==0.5.0\n",
    "import folium\n",
    "\n",
    "print('Folium installed and imported!')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Introduction to Folium <a id=\"4\"></a>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Folium is a powerful Python library that helps you create several types of Leaflet maps. The fact that the Folium results are interactive makes this library very useful for dashboard building.\n",
    "\n",
    "From the official Folium documentation page:\n",
    "\n",
    "> Folium builds on the data wrangling strengths of the Python ecosystem and the mapping strengths of the Leaflet.js library. Manipulate your data in Python, then visualize it in on a Leaflet map via Folium.\n",
    "\n",
    "> Folium makes it easy to visualize data that's been manipulated in Python on an interactive Leaflet map. It enables both the binding of data to a map for choropleth visualizations as well as passing Vincent/Vega visualizations as markers on the map.\n",
    "\n",
    "> The library has a number of built-in tilesets from OpenStreetMap, Mapbox, Cartodb and supports custom tilesets with Mapbox or Cloudmade API keys. Folium supports both GeoJSON and TopoJSON overlays, as well as the binding of data to those overlays to create choropleth maps with color-brewer color schemes.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generating the world map is straightforward in **Folium**. You simply create a **Folium** *Map* object, and then you display it. What is attractive about **Folium** maps is that they are interactive, so you can zoom into any region of interest despite the initial zoom level.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_bc5cbbf295b65adc107de549a9437493 {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_bc5cbbf295b65adc107de549a9437493&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_bc5cbbf295b65adc107de549a9437493 = L.map(\n",
       "                &quot;map_bc5cbbf295b65adc107de549a9437493&quot;,\n",
       "                {\n",
       "                    center: [0, 0],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 1,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_d0d36be176b5d17daeb9f071d463ef7a = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_bc5cbbf295b65adc107de549a9437493);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a47c0d0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# define the world map\n",
    "world_map = folium.Map()\n",
    "\n",
    "# display world map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Go ahead. Try zooming in and out of the rendered map above.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can customize this default definition of the world map by specifying the centre of your map, and the initial zoom level.\n",
    "\n",
    "All locations on a map are defined by their respective *Latitude* and *Longitude* values. So you can create a map and pass in a center of *Latitude* and *Longitude* values of **[0, 0]**. \n",
    "\n",
    "For a defined center, you can also define the initial zoom level into that location when the map is rendered. **The higher the zoom level the more the map is zoomed into the center**.\n",
    "\n",
    "Let's create a map centered around Canada and play with the zoom level to see how it affects the rendered map.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_f3eea46adb77125fd1dc09a0d11338eb {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_f3eea46adb77125fd1dc09a0d11338eb&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_f3eea46adb77125fd1dc09a0d11338eb = L.map(\n",
       "                &quot;map_f3eea46adb77125fd1dc09a0d11338eb&quot;,\n",
       "                {\n",
       "                    center: [56.13, -106.35],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 4,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_06deed428c4aedc8a3b4248f2c0985f1 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_f3eea46adb77125fd1dc09a0d11338eb);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a473690>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# define the world map centered around Canada with a low zoom level\n",
    "world_map = folium.Map(location=[56.130, -106.35], zoom_start=4)\n",
    "\n",
    "# display world map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create the map again with a higher zoom level.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_5f19c9bc47aace24aa7f788dd082ad99 {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_5f19c9bc47aace24aa7f788dd082ad99&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_5f19c9bc47aace24aa7f788dd082ad99 = L.map(\n",
       "                &quot;map_5f19c9bc47aace24aa7f788dd082ad99&quot;,\n",
       "                {\n",
       "                    center: [56.13, -106.35],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 8,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_1155dcb8086ced8f8f261c5bb680dc63 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_5f19c9bc47aace24aa7f788dd082ad99);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a484d90>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# define the world map centered around Canada with a higher zoom level\n",
    "world_map = folium.Map(location=[56.130, -106.35], zoom_start=8)\n",
    "\n",
    "# display world map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you can see, the higher the zoom level the more the map is zoomed into the given center.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question**: Create a map of Mexico with a zoom level of 4.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_15f29c40ec7421be299ae5d0f24f143a {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_15f29c40ec7421be299ae5d0f24f143a&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_15f29c40ec7421be299ae5d0f24f143a = L.map(\n",
       "                &quot;map_15f29c40ec7421be299ae5d0f24f143a&quot;,\n",
       "                {\n",
       "                    center: [23.6345, -102.5528],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 4,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_961a857a257a89d1b81fa3d2883e9a77 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_15f29c40ec7421be299ae5d0f24f143a);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a44ba50>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "### type your answer here\n",
    "world_map = folium.Map(location=[23.6345, -102.5528], zoom_start=4)\n",
    "\n",
    "# display world map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<details><summary>Click here for a sample python solution</summary>\n",
    "\n",
    "```python\n",
    "    #The correct answer is:\n",
    "    \n",
    "    #define Mexico's geolocation coordinates\n",
    "    mexico_latitude = 23.6345 \n",
    "    mexico_longitude = -102.5528\n",
    "\n",
    "    # define the world map centered around Canada with a higher zoom level\n",
    "    mexico_map = folium.Map(location=[mexico_latitude, mexico_longitude], zoom_start=4)\n",
    "\n",
    "    # display world map\n",
    "    mexico_map\n",
    "\n",
    "```\n",
    "\n",
    "</details>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Another cool feature of **Folium** is that you can generate different map styles.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### A. Cartodb dark_matter Maps\n",
    "\n",
    "These are high-contrast B+W (black and white) maps. They are perfect for data mashups and exploring river meanders and coastal zones. \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create a Cartodb dark_matter map of canada with a zoom level of 4.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_0f06b8d487e557ad3954c98d62c908e1 {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_0f06b8d487e557ad3954c98d62c908e1&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_0f06b8d487e557ad3954c98d62c908e1 = L.map(\n",
       "                &quot;map_0f06b8d487e557ad3954c98d62c908e1&quot;,\n",
       "                {\n",
       "                    center: [56.13, -106.35],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 4,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_c6c95d5aebcee2ff1e792cc15b88db23 = L.tileLayer(\n",
       "                &quot;https://cartodb-basemaps-{s}.global.ssl.fastly.net/dark_all/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;\\u0026copy; \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e contributors \\u0026copy; \\u003ca href=\\&quot;http://cartodb.com/attributions\\&quot;\\u003eCartoDB\\u003c/a\\u003e, CartoDB \\u003ca href =\\&quot;http://cartodb.com/attributions\\&quot;\\u003eattributions\\u003c/a\\u003e&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_0f06b8d487e557ad3954c98d62c908e1);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a454b50>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create a Cartodb dark_matter map of the world centered around Canada\n",
    "world_map = folium.Map(location=[56.130, -106.35], zoom_start=4, tiles='Cartodb dark_matter')\n",
    "\n",
    "# display map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Feel free to zoom in and out to see how this style compares to the default one.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### B. Cartodb positron Maps\n",
    "\n",
    "CartoDB Positron maps are designed with a light and minimalistic aesthetic. They have a white or light-colored background and feature simple, clean lines for map elements. These maps are known for their modern and visually appealing design.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create a Cartodb positron map of Canada with zoom level 4.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_7a304e0d2302f86748eb463a059a74da {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_7a304e0d2302f86748eb463a059a74da&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_7a304e0d2302f86748eb463a059a74da = L.map(\n",
       "                &quot;map_7a304e0d2302f86748eb463a059a74da&quot;,\n",
       "                {\n",
       "                    center: [56.13, -106.35],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 4,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_888d93cae6a1bfba46362260f9f49012 = L.tileLayer(\n",
       "                &quot;https://cartodb-basemaps-{s}.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;\\u0026copy; \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e contributors \\u0026copy; \\u003ca href=\\&quot;http://cartodb.com/attributions\\&quot;\\u003eCartoDB\\u003c/a\\u003e, CartoDB \\u003ca href =\\&quot;http://cartodb.com/attributions\\&quot;\\u003eattributions\\u003c/a\\u003e&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_7a304e0d2302f86748eb463a059a74da);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a454e90>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create a Cartodb positron map of the world centered around Canada\n",
    "world_map = folium.Map(location=[56.130, -106.35], zoom_start=4, tiles='Cartodb positron')\n",
    "\n",
    "# display map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Feel free to zoom in and out to see how this style compares to Cartodb dark_matter, and the default style.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Zoom in and notice how the borders start showing as you zoom in, and the displayed country names are in English.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question**: Create a map of Mexico to visualize a clean and modern design with a light-colored background. Use a zoom level of 6.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_36007f20185261f7582f8c73406030fc {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_36007f20185261f7582f8c73406030fc&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_36007f20185261f7582f8c73406030fc = L.map(\n",
       "                &quot;map_36007f20185261f7582f8c73406030fc&quot;,\n",
       "                {\n",
       "                    center: [23.6345, -102.5528],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 6,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_f26749969ef50746ffc3ee2d17effc9a = L.tileLayer(\n",
       "                &quot;https://cartodb-basemaps-{s}.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;\\u0026copy; \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e contributors \\u0026copy; \\u003ca href=\\&quot;http://cartodb.com/attributions\\&quot;\\u003eCartoDB\\u003c/a\\u003e, CartoDB \\u003ca href =\\&quot;http://cartodb.com/attributions\\&quot;\\u003eattributions\\u003c/a\\u003e&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_36007f20185261f7582f8c73406030fc);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a458350>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "### type your answer here\n",
    "world_map = folium.Map(location=[23.6345, -102.5528], zoom_start=6, tiles='Cartodb positron')\n",
    "\n",
    "# display world map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<details><summary>Click here for a sample python solution</summary>\n",
    "\n",
    "```python\n",
    "    #The correct answer is:\n",
    "    \n",
    "    #define Mexico's geolocation coordinates\n",
    "    mexico_latitude = 23.6345 \n",
    "    mexico_longitude = -102.5528\n",
    "\n",
    "    # define the world map centered around Canada with a higher zoom level\n",
    "    mexico_map = folium.Map(location=[mexico_latitude, mexico_longitude], zoom_start=6, tiles='Cartodb positron')\n",
    "\n",
    "    # display world map\n",
    "    mexico_map\n",
    "\n",
    "```\n",
    "\n",
    "</details>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Maps with Markers <a id=\"6\"></a>\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's download and import the data on police department incidents using *pandas* `read_csv()` method.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Download the dataset and read it into a *pandas* dataframe:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dataset downloaded and read into a pandas dataframe!\n"
     ]
    }
   ],
   "source": [
    "df_incidents = pd.read_csv('https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/Police_Department_Incidents_-_Previous_Year__2016_.csv')\n",
    "\n",
    "print('Dataset downloaded and read into a pandas dataframe!')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's take a look at the first five items in our dataset.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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>IncidntNum</th>\n",
       "      <th>Category</th>\n",
       "      <th>Descript</th>\n",
       "      <th>DayOfWeek</th>\n",
       "      <th>Date</th>\n",
       "      <th>Time</th>\n",
       "      <th>PdDistrict</th>\n",
       "      <th>Resolution</th>\n",
       "      <th>Address</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Location</th>\n",
       "      <th>PdId</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>120058272</td>\n",
       "      <td>WEAPON LAWS</td>\n",
       "      <td>POSS OF PROHIBITED WEAPON</td>\n",
       "      <td>Friday</td>\n",
       "      <td>01/29/2016 12:00:00 AM</td>\n",
       "      <td>11:00</td>\n",
       "      <td>SOUTHERN</td>\n",
       "      <td>ARREST, BOOKED</td>\n",
       "      <td>800 Block of BRYANT ST</td>\n",
       "      <td>-122.403405</td>\n",
       "      <td>37.775421</td>\n",
       "      <td>(37.775420706711, -122.403404791479)</td>\n",
       "      <td>12005827212120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>120058272</td>\n",
       "      <td>WEAPON LAWS</td>\n",
       "      <td>FIREARM, LOADED, IN VEHICLE, POSSESSION OR USE</td>\n",
       "      <td>Friday</td>\n",
       "      <td>01/29/2016 12:00:00 AM</td>\n",
       "      <td>11:00</td>\n",
       "      <td>SOUTHERN</td>\n",
       "      <td>ARREST, BOOKED</td>\n",
       "      <td>800 Block of BRYANT ST</td>\n",
       "      <td>-122.403405</td>\n",
       "      <td>37.775421</td>\n",
       "      <td>(37.775420706711, -122.403404791479)</td>\n",
       "      <td>12005827212168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>141059263</td>\n",
       "      <td>WARRANTS</td>\n",
       "      <td>WARRANT ARREST</td>\n",
       "      <td>Monday</td>\n",
       "      <td>04/25/2016 12:00:00 AM</td>\n",
       "      <td>14:59</td>\n",
       "      <td>BAYVIEW</td>\n",
       "      <td>ARREST, BOOKED</td>\n",
       "      <td>KEITH ST / SHAFTER AV</td>\n",
       "      <td>-122.388856</td>\n",
       "      <td>37.729981</td>\n",
       "      <td>(37.7299809672996, -122.388856204292)</td>\n",
       "      <td>14105926363010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>160013662</td>\n",
       "      <td>NON-CRIMINAL</td>\n",
       "      <td>LOST PROPERTY</td>\n",
       "      <td>Tuesday</td>\n",
       "      <td>01/05/2016 12:00:00 AM</td>\n",
       "      <td>23:50</td>\n",
       "      <td>TENDERLOIN</td>\n",
       "      <td>NONE</td>\n",
       "      <td>JONES ST / OFARRELL ST</td>\n",
       "      <td>-122.412971</td>\n",
       "      <td>37.785788</td>\n",
       "      <td>(37.7857883766888, -122.412970537591)</td>\n",
       "      <td>16001366271000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>160002740</td>\n",
       "      <td>NON-CRIMINAL</td>\n",
       "      <td>LOST PROPERTY</td>\n",
       "      <td>Friday</td>\n",
       "      <td>01/01/2016 12:00:00 AM</td>\n",
       "      <td>00:30</td>\n",
       "      <td>MISSION</td>\n",
       "      <td>NONE</td>\n",
       "      <td>16TH ST / MISSION ST</td>\n",
       "      <td>-122.419672</td>\n",
       "      <td>37.765050</td>\n",
       "      <td>(37.7650501214668, -122.419671780296)</td>\n",
       "      <td>16000274071000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   IncidntNum      Category                                        Descript  \\\n",
       "0   120058272   WEAPON LAWS                       POSS OF PROHIBITED WEAPON   \n",
       "1   120058272   WEAPON LAWS  FIREARM, LOADED, IN VEHICLE, POSSESSION OR USE   \n",
       "2   141059263      WARRANTS                                  WARRANT ARREST   \n",
       "3   160013662  NON-CRIMINAL                                   LOST PROPERTY   \n",
       "4   160002740  NON-CRIMINAL                                   LOST PROPERTY   \n",
       "\n",
       "  DayOfWeek                    Date   Time  PdDistrict      Resolution  \\\n",
       "0    Friday  01/29/2016 12:00:00 AM  11:00    SOUTHERN  ARREST, BOOKED   \n",
       "1    Friday  01/29/2016 12:00:00 AM  11:00    SOUTHERN  ARREST, BOOKED   \n",
       "2    Monday  04/25/2016 12:00:00 AM  14:59     BAYVIEW  ARREST, BOOKED   \n",
       "3   Tuesday  01/05/2016 12:00:00 AM  23:50  TENDERLOIN            NONE   \n",
       "4    Friday  01/01/2016 12:00:00 AM  00:30     MISSION            NONE   \n",
       "\n",
       "                  Address           X          Y  \\\n",
       "0  800 Block of BRYANT ST -122.403405  37.775421   \n",
       "1  800 Block of BRYANT ST -122.403405  37.775421   \n",
       "2   KEITH ST / SHAFTER AV -122.388856  37.729981   \n",
       "3  JONES ST / OFARRELL ST -122.412971  37.785788   \n",
       "4    16TH ST / MISSION ST -122.419672  37.765050   \n",
       "\n",
       "                                Location            PdId  \n",
       "0   (37.775420706711, -122.403404791479)  12005827212120  \n",
       "1   (37.775420706711, -122.403404791479)  12005827212168  \n",
       "2  (37.7299809672996, -122.388856204292)  14105926363010  \n",
       "3  (37.7857883766888, -122.412970537591)  16001366271000  \n",
       "4  (37.7650501214668, -122.419671780296)  16000274071000  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_incidents.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So each row consists of 13 features:\n",
    "> 1. **IncidntNum**: Incident Number\n",
    "> 2. **Category**: Category of crime or incident\n",
    "> 3. **Descript**: Description of the crime or incident\n",
    "> 4. **DayOfWeek**: The day of week on which the incident occurred\n",
    "> 5. **Date**: The Date on which the incident occurred\n",
    "> 6. **Time**: The time of day on which the incident occurred\n",
    "> 7. **PdDistrict**: The police department district\n",
    "> 8. **Resolution**: The resolution of the crime in terms whether the perpetrator was arrested or not\n",
    "> 9. **Address**: The closest address to where the incident took place\n",
    "> 10. **X**: The longitude value of the crime location \n",
    "> 11. **Y**: The latitude value of the crime location\n",
    "> 12. **Location**: A tuple of the latitude and the longitude values\n",
    "> 13. **PdId**: The police department ID\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's find out how many entries there are in our dataset.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(150500, 13)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_incidents.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So the dataframe consists of 150,500 crimes, which took place in the year 2016. In order to reduce computational cost, let's just work with the first 100 incidents in this dataset.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# get the first 100 crimes in the df_incidents dataframe\n",
    "limit = 100\n",
    "df_incidents = df_incidents.iloc[0:limit, :]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's confirm that our dataframe now consists only of 100 crimes.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(100, 13)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_incidents.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that we reduced the data a little, let's visualize where these crimes took place in the city of San Francisco. We will use the default style, and we will initialize the zoom level to 12.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# San Francisco latitude and longitude values\n",
    "latitude = 37.77\n",
    "longitude = -122.42"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_f6fa353a1e1a92d55e9c98d6a358401f {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\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_f6fa353a1e1a92d55e9c98d6a358401f&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_f6fa353a1e1a92d55e9c98d6a358401f = L.map(\n",
       "                &quot;map_f6fa353a1e1a92d55e9c98d6a358401f&quot;,\n",
       "                {\n",
       "                    center: [37.77, -122.42],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 12,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_eb8ddd5ae7603efe72e34d4ae32e5ea8 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a35fe50>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map and display it\n",
    "sanfran_map = folium.Map(location=[latitude, longitude], zoom_start=12)\n",
    "\n",
    "# display the map of San Francisco\n",
    "sanfran_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's superimpose the locations of the crimes onto the map. The way to do that in **Folium** is to create a *feature group* with its own features and style and then add it to the `sanfran_map`.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "<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",
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       "    \n",
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       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
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       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
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       "            ).addTo(map_0c9572391e3d8e0b58e9d3bab0c63007);\n",
       "        \n",
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       "                {}\n",
       "            ).addTo(map_0c9572391e3d8e0b58e9d3bab0c63007);\n",
       "        \n",
       "    \n",
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       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
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       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
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       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
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       "            var circle_marker_8132e6cbfdd037e4f66b21983846a250 = L.circleMarker(\n",
       "                [37.7489063051829, -122.420354780861],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d87c79837a9da6d44b71db172fe469b8 = L.circleMarker(\n",
       "                [37.715765426995, -122.439909766772],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7a1d0e18c6174b0184853701817e8f47 = L.circleMarker(\n",
       "                [37.7835699386918, -122.408421116922],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_114dda79eae7b4f03ff16064a25a3a6e = L.circleMarker(\n",
       "                [37.7736186276456, -122.422315670749],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_0726f5e0a1c00ad3247dc875bc4a74d7 = L.circleMarker(\n",
       "                [37.7928412840447, -122.424519835009],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_161e8b7cd3047afc3adbb72424bc1b1f = L.circleMarker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_f103216e44431303c5deb29fba4b9e9f = L.circleMarker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_37e481cc225dbaaac52587fab6ab4658 = L.circleMarker(\n",
       "                [37.7714939969416, -122.507750131004],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ed2b99c3853fe6a99ee82049f8283ad7 = L.circleMarker(\n",
       "                [37.718302204766, -122.474444639595],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_47602069ea60f0ac6ea2eb24c74961cd = L.circleMarker(\n",
       "                [37.7645752317615, -122.427562596985],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_6963a91c7e0ca7d800ace38a66e07a60 = L.circleMarker(\n",
       "                [37.7874378309112, -122.419203004268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_65876cfe1916ccc2cf3cb3449512a691 = L.circleMarker(\n",
       "                [37.7493688284532, -122.412690142308],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_6aab481a067cca9f6d2ea7c359f0d0ac = L.circleMarker(\n",
       "                [37.7092010462379, -122.434609280352],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_f98887058c6819a4d876a4d468f90a49 = L.circleMarker(\n",
       "                [37.7879209375533, -122.410882825551],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ad22b2103fb3054b1116c567d03e1729 = L.circleMarker(\n",
       "                [37.8004566471039, -122.401432754722],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d5144a11c0b57f53be344be0098b20f5 = L.circleMarker(\n",
       "                [37.7435550542265, -122.421128029505],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ae602faa6e056d1da72ae43b8b9041b1 = L.circleMarker(\n",
       "                [37.7865647607685, -122.407244087032],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_fb929f7090b171e891a1542fc64031e0 = L.circleMarker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d4b5ac222968647fd3c0564e10ec6128 = L.circleMarker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_499081ec3f1b3de7bd9c828bf9b0466a = L.circleMarker(\n",
       "                [37.7441927508932, -122.444685482273],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_e8dbc988122fb49e278e89fc5c155d2a = L.circleMarker(\n",
       "                [37.7754692820041, -122.415757039196],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8ebc2006aab099c6645b1389037a7f8b = L.circleMarker(\n",
       "                [37.7285280627465, -122.475647460786],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_147238690aa318172c1e80b0a71e1278 = L.circleMarker(\n",
       "                [37.7428517374449, -122.420967440564],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d949db0c68b11c8ea96c5c22d0ec9855 = L.circleMarker(\n",
       "                [37.7821198488931, -122.415669661443],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7002adf85f5597807883584a372ac976 = L.circleMarker(\n",
       "                [37.7791674218963, -122.406346425632],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7e116ccedabaa0a3608d7ac676e6a13a = L.circleMarker(\n",
       "                [37.7657184395282, -122.409529913278],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_636404f02601fe6d10368efdd46d86bb = L.circleMarker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_026dac0420ffae0ab3bbb68e088ae4b3 = L.circleMarker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_46cd582ead15946cb888583dc7588ce0 = L.circleMarker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_3b9694323b399c7c6c19dfd3c5e1b4c0 = L.circleMarker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_4f423c205363d8b3a576adefbc2cf27f = L.circleMarker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8a90254e537c08ffe4f8c91cedddfcd1 = L.circleMarker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_43d8684f32dd93c72579f03987046a34 = L.circleMarker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_0a9dffb2d5f49e6519faadd6a872e522 = L.circleMarker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ec73df252d2aa6dbdedf34c64e5c62e0 = L.circleMarker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_2103c703aaba10e316a88db1f606e416 = L.circleMarker(\n",
       "                [37.7775118895695, -122.418045452768],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_0fd74bd1acf1408e7bd3988e190b589d = L.circleMarker(\n",
       "                [37.7820238478975, -122.401161555602],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_854a70bf64db557df8e133493ea58190 = L.circleMarker(\n",
       "                [37.72700531963, -122.403408669191],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_dab2686a860fdaa2639111bb101af809 = L.circleMarker(\n",
       "                [37.7838344374141, -122.412930522059],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_937abf6222a2677fb1ac95b6a449a09c = L.circleMarker(\n",
       "                [37.7530186537446, -122.418587172219],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_9fd1468999a1b3141e6d785bb2339f93 = L.circleMarker(\n",
       "                [37.7740418385041, -122.414370627495],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_1295c3aed0328238f97f4721b86659b1 = L.circleMarker(\n",
       "                [37.790538993725, -122.403915681571],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_876a94a2ca7733c300c7f9e3c6b8c08e = L.circleMarker(\n",
       "                [37.7830998244592, -122.419183096362],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_05edcac7b640a308e3f07828c53414b5 = L.circleMarker(\n",
       "                [37.7407360548358, -122.388753046997],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_0372eaa3dd2b3690b4a5ab81f7675370 = L.circleMarker(\n",
       "                [37.7749912944366, -122.437799703468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_60ab66bc5ab3e43434c1a7c909764d56 = L.circleMarker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_e4825f55acd2a00ce0c7282d7b2e3309 = L.circleMarker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_80bf00f8c916979e275a23aa7a8ed9ca = L.circleMarker(\n",
       "                [37.7822458223917, -122.446612978839],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7737fbc9bc90553c04750f4189c2de46 = L.circleMarker(\n",
       "                [37.7300379995128, -122.404594140634],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_362ab74945e0796188f9f4fa7b1e9b89 = L.circleMarker(\n",
       "                [37.7953338267436, -122.397373740066],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_448e713a517504ecd8ddb58d1ee48a90 = L.circleMarker(\n",
       "                [37.7875158741623, -122.407434989523],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7fccd441fa6b9f4197a25888cf5af9ac = L.circleMarker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_edcff72568632c2fee9458e8dc00014c = L.circleMarker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_61ad5a0bd7e29fa6d225a60c111b56c1 = L.circleMarker(\n",
       "                [37.773291806903, -122.436614181331],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_6cda59f4184d17e3e0f2324f7505c28d = L.circleMarker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_2fd1bfe7dd4ac63f572fc0887f077033 = L.circleMarker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_47ee010a80cf8e5528b3674ade3839e8 = L.circleMarker(\n",
       "                [37.7284180706602, -122.450000790445],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d55c939d9e7dccd6f0aa61d20112d081 = L.circleMarker(\n",
       "                [37.7292114647359, -122.400834283031],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_b09722b25711060ec01c54230d22ef1d = L.circleMarker(\n",
       "                [37.7880065324392, -122.399802145799],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_655d84be3248be61aed09195e423a1f3 = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_2b91873582c733d116b15aaac88d31a4 = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_2d4857c814ecc067c3d2f1d23e78d849 = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_a131e07efe6201adce7cbeffdc3d59b6 = L.circleMarker(\n",
       "                [37.7883235449904, -122.41185703254],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_0c9e275d8762843d6be4949b355cb70f = L.circleMarker(\n",
       "                [37.7559977339856, -122.409435617106],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_547dea406182812ea81b0e6ba6fd60d5 = L.circleMarker(\n",
       "                [37.7870798144443, -122.425883358148],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8c83df1a8fcb9c112d1e1d5c7761b816 = L.circleMarker(\n",
       "                [37.7360374466862, -122.415126543001],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_30d2ae5c2b000a9701a9b570fcee6760 = L.circleMarker(\n",
       "                [37.712767884821, -122.431928011089],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_79f81d8ed917789a4047244bfcddb745 = L.circleMarker(\n",
       "                [37.7895710255863, -122.402163713618],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_3a63e97253aecfc609b186ca759eb644 = L.circleMarker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8afe94fdbe8394af8558eba4b4048aba = L.circleMarker(\n",
       "                [37.7838365565348, -122.413790972781],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_bed11786415afe591df40b2982bd9bc4 = L.circleMarker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_a3352427e1fc9db6f72117e43b9feda1 = L.circleMarker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_4e622b98b03af94f05e6fdba19c7995a = L.circleMarker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_9161defe8bc8cf0db7af26867b9d553a = L.circleMarker(\n",
       "                [37.7859988323798, -122.411747371924],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_91958dab71492e5411f2881cc2a7a5ec = L.circleMarker(\n",
       "                [37.7633758058059, -122.420434724553],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8fc79481a85125347ca67049d717e8c8 = L.circleMarker(\n",
       "                [37.7850226622786, -122.411987643595],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d2622ee0ced84d6b4c4382ac2b6d502c = L.circleMarker(\n",
       "                [37.7746206491065, -122.500380427915],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_a3d8b788884fddcdd2e84a83fc815a26 = L.circleMarker(\n",
       "                [37.7751918267217, -122.466558780683],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_9ec13051261d3a15426fbf259da4d1d7 = L.circleMarker(\n",
       "                [37.7490841729028, -122.486925960114],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
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       "                [37.7685360123583, -122.41561633832],\n",
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       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
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       "                [37.7644297714074, -122.449751652563],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\n",
       "        \n",
       "    \n",
       "            var circle_marker_fed2fb93f10d6c51f0b039dd94d96925 = L.circleMarker(\n",
       "                [37.7352681469084, -122.472715759631],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_65de1219f9f4ae54c1ac7bfea8675356);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a374510>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# instantiate a feature group for the incidents in the dataframe\n",
    "incidents = folium.map.FeatureGroup()\n",
    "\n",
    "# loop through the 100 crimes and add each to the incidents feature group\n",
    "for lat, lng, in zip(df_incidents.Y, df_incidents.X):\n",
    "    incidents.add_child(\n",
    "        folium.vector_layers.CircleMarker(\n",
    "            [lat, lng],\n",
    "            radius=5, # define how big you want the circle markers to be\n",
    "            color='yellow',\n",
    "            fill=True,\n",
    "            fill_color='blue',\n",
    "            fill_opacity=0.6\n",
    "        )\n",
    "    )\n",
    "\n",
    "# add incidents to map\n",
    "sanfran_map.add_child(incidents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also add some pop-up text that would get displayed when you hover over a marker. Let's make each marker display the category of the crime when hovered over.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "        ;\n",
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       "        \n",
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       "        ;\n",
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       "            var marker_d78cdcb55807455448ca66a0c6201d9b = L.marker(\n",
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       "                {}\n",
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       "        \n",
       "    \n",
       "        var popup_5b48af8defa95413813223a01e0a5b22 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
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       "        var popup_c46a9a0c079441f603453b6213c98c63 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
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       "\n",
       "        \n",
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       "\n",
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       "\n",
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       "        \n",
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       "        var popup_434ef809667764ac84c1a02f31743070 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
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       "            var html_45ec6314ca3ba4b92cc8d13a23f2bda1 = $(`&lt;div id=&quot;html_45ec6314ca3ba4b92cc8d13a23f2bda1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_434ef809667764ac84c1a02f31743070.setContent(html_45ec6314ca3ba4b92cc8d13a23f2bda1);\n",
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       "\n",
       "        marker_9ef0f51764674a40fc1722bce5033d8b.bindPopup(popup_434ef809667764ac84c1a02f31743070)\n",
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       "    \n",
       "            var marker_122f03cb90a3f3853f92baa11a999d01 = L.marker(\n",
       "                [37.7644781578695, -122.477376524003],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_a0b1f89e0d754684e7ff504c3654eea6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6895e55a7b5eef9548831a0f7800d742 = $(`&lt;div id=&quot;html_6895e55a7b5eef9548831a0f7800d742&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_a0b1f89e0d754684e7ff504c3654eea6.setContent(html_6895e55a7b5eef9548831a0f7800d742);\n",
       "        \n",
       "\n",
       "        marker_122f03cb90a3f3853f92baa11a999d01.bindPopup(popup_a0b1f89e0d754684e7ff504c3654eea6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9192e81c5b1807dd3cad27db1520615b = L.marker(\n",
       "                [37.7457389429655, -122.477960327299],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_82eb46e1f1eef2ca2777de0765db8b02 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_73528a66a6e6965be859dd38f0a2814b = $(`&lt;div id=&quot;html_73528a66a6e6965be859dd38f0a2814b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_82eb46e1f1eef2ca2777de0765db8b02.setContent(html_73528a66a6e6965be859dd38f0a2814b);\n",
       "        \n",
       "\n",
       "        marker_9192e81c5b1807dd3cad27db1520615b.bindPopup(popup_82eb46e1f1eef2ca2777de0765db8b02)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_abcd95653f788abb1eecf6553731d72f = L.marker(\n",
       "                [37.7356970275482, -122.37675765553],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_5af5fd83a3a1bf2653932a043e3136a2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6ba9a542802c14fd7773edbb0298cef3 = $(`&lt;div id=&quot;html_6ba9a542802c14fd7773edbb0298cef3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_5af5fd83a3a1bf2653932a043e3136a2.setContent(html_6ba9a542802c14fd7773edbb0298cef3);\n",
       "        \n",
       "\n",
       "        marker_abcd95653f788abb1eecf6553731d72f.bindPopup(popup_5af5fd83a3a1bf2653932a043e3136a2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b3a36c0f0b3b75cb9848fd39854fd5fc = L.marker(\n",
       "                [37.7292705199592, -122.432325871028],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_b4a75fd549073bcbfe7f18dcac54ead1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1a0ffa9fca6258ce419689d53b30f92f = $(`&lt;div id=&quot;html_1a0ffa9fca6258ce419689d53b30f92f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_b4a75fd549073bcbfe7f18dcac54ead1.setContent(html_1a0ffa9fca6258ce419689d53b30f92f);\n",
       "        \n",
       "\n",
       "        marker_b3a36c0f0b3b75cb9848fd39854fd5fc.bindPopup(popup_b4a75fd549073bcbfe7f18dcac54ead1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0baa5102bcfb7777898d1b98ecec990b = L.marker(\n",
       "                [37.791642982384, -122.40090869889],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_69a19c8b5e34d534620aa2a90510a101 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4b829444a7ab1e620a760092f9d72746 = $(`&lt;div id=&quot;html_4b829444a7ab1e620a760092f9d72746&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_69a19c8b5e34d534620aa2a90510a101.setContent(html_4b829444a7ab1e620a760092f9d72746);\n",
       "        \n",
       "\n",
       "        marker_0baa5102bcfb7777898d1b98ecec990b.bindPopup(popup_69a19c8b5e34d534620aa2a90510a101)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6a954b5dc34918273e8975175d53a31a = L.marker(\n",
       "                [37.7837069301545, -122.408595110869],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_a7efbc9936b22cd89fcc42a7f72a5449 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1704705d09113408963937da7547fceb = $(`&lt;div id=&quot;html_1704705d09113408963937da7547fceb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;STOLEN PROPERTY&lt;/div&gt;`)[0];\n",
       "            popup_a7efbc9936b22cd89fcc42a7f72a5449.setContent(html_1704705d09113408963937da7547fceb);\n",
       "        \n",
       "\n",
       "        marker_6a954b5dc34918273e8975175d53a31a.bindPopup(popup_a7efbc9936b22cd89fcc42a7f72a5449)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d6fc6ae72adc7c8d7acb2ab8c6906aba = L.marker(\n",
       "                [37.7572895904578, -122.406870402082],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_6b42ca308e2403ea7a94c450b49d8b84 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_57d0fdedcda97930ed3069872789b7a3 = $(`&lt;div id=&quot;html_57d0fdedcda97930ed3069872789b7a3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_6b42ca308e2403ea7a94c450b49d8b84.setContent(html_57d0fdedcda97930ed3069872789b7a3);\n",
       "        \n",
       "\n",
       "        marker_d6fc6ae72adc7c8d7acb2ab8c6906aba.bindPopup(popup_6b42ca308e2403ea7a94c450b49d8b84)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f11f537ad06f8fc92e8c52ce94bf930d = L.marker(\n",
       "                [37.7489063051829, -122.420354780861],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_466a96c79868abb25d9855e525baf8cd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_9b1366e606f50037c00f3c3d449919a2 = $(`&lt;div id=&quot;html_9b1366e606f50037c00f3c3d449919a2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_466a96c79868abb25d9855e525baf8cd.setContent(html_9b1366e606f50037c00f3c3d449919a2);\n",
       "        \n",
       "\n",
       "        marker_f11f537ad06f8fc92e8c52ce94bf930d.bindPopup(popup_466a96c79868abb25d9855e525baf8cd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0714454bfc5ff68803e46de400fe0a87 = L.marker(\n",
       "                [37.715765426995, -122.439909766772],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_f5e7e818362b714a2233e7aca92346e2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_681ee0ec00bbd2964733665f25951f10 = $(`&lt;div id=&quot;html_681ee0ec00bbd2964733665f25951f10&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_f5e7e818362b714a2233e7aca92346e2.setContent(html_681ee0ec00bbd2964733665f25951f10);\n",
       "        \n",
       "\n",
       "        marker_0714454bfc5ff68803e46de400fe0a87.bindPopup(popup_f5e7e818362b714a2233e7aca92346e2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_36ceed7d55fa2eaecfa88e3145162674 = L.marker(\n",
       "                [37.7835699386918, -122.408421116922],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_bd6bb63ef99872330751f89bb2f4aaa1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_223fe709b19c67cc920ded16257ea534 = $(`&lt;div id=&quot;html_223fe709b19c67cc920ded16257ea534&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_bd6bb63ef99872330751f89bb2f4aaa1.setContent(html_223fe709b19c67cc920ded16257ea534);\n",
       "        \n",
       "\n",
       "        marker_36ceed7d55fa2eaecfa88e3145162674.bindPopup(popup_bd6bb63ef99872330751f89bb2f4aaa1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b53d954f64410ad1332cca1e5f959203 = L.marker(\n",
       "                [37.7736186276456, -122.422315670749],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_0c1c1727978f5bb94908816e9f969dfa = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4b598cfe6169074975483ee6b56a8d43 = $(`&lt;div id=&quot;html_4b598cfe6169074975483ee6b56a8d43&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;FRAUD&lt;/div&gt;`)[0];\n",
       "            popup_0c1c1727978f5bb94908816e9f969dfa.setContent(html_4b598cfe6169074975483ee6b56a8d43);\n",
       "        \n",
       "\n",
       "        marker_b53d954f64410ad1332cca1e5f959203.bindPopup(popup_0c1c1727978f5bb94908816e9f969dfa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a563f8d6f561997dfcb66d0495510817 = L.marker(\n",
       "                [37.7928412840447, -122.424519835009],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_91b5bbf0a8ad824172d47f7337144677 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f827b48106a963a61300743acc8ef356 = $(`&lt;div id=&quot;html_f827b48106a963a61300743acc8ef356&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_91b5bbf0a8ad824172d47f7337144677.setContent(html_f827b48106a963a61300743acc8ef356);\n",
       "        \n",
       "\n",
       "        marker_a563f8d6f561997dfcb66d0495510817.bindPopup(popup_91b5bbf0a8ad824172d47f7337144677)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3eefd8e35bfdcf65a8cde30e66111198 = L.marker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_16cd04c5bb03856e1c9282d70e6d7900 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_93abff8fa8d4997c394f5c89bbf8462c = $(`&lt;div id=&quot;html_93abff8fa8d4997c394f5c89bbf8462c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_16cd04c5bb03856e1c9282d70e6d7900.setContent(html_93abff8fa8d4997c394f5c89bbf8462c);\n",
       "        \n",
       "\n",
       "        marker_3eefd8e35bfdcf65a8cde30e66111198.bindPopup(popup_16cd04c5bb03856e1c9282d70e6d7900)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fa5b5f7e7d8f9701f790790a3d897038 = L.marker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_784198b6822c286eb7e4fbe8b5a9f207 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_50abe7182b8d144b8ae36935aa72207a = $(`&lt;div id=&quot;html_50abe7182b8d144b8ae36935aa72207a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_784198b6822c286eb7e4fbe8b5a9f207.setContent(html_50abe7182b8d144b8ae36935aa72207a);\n",
       "        \n",
       "\n",
       "        marker_fa5b5f7e7d8f9701f790790a3d897038.bindPopup(popup_784198b6822c286eb7e4fbe8b5a9f207)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_505ee1d577511e99ab572e3bdbc17a06 = L.marker(\n",
       "                [37.7714939969416, -122.507750131004],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_feed2aec381750e44baa23b3713e1e32 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d4791062efc11bd9bb497c9dd0c69a97 = $(`&lt;div id=&quot;html_d4791062efc11bd9bb497c9dd0c69a97&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_feed2aec381750e44baa23b3713e1e32.setContent(html_d4791062efc11bd9bb497c9dd0c69a97);\n",
       "        \n",
       "\n",
       "        marker_505ee1d577511e99ab572e3bdbc17a06.bindPopup(popup_feed2aec381750e44baa23b3713e1e32)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e554e2307274d98569da05f7b1594820 = L.marker(\n",
       "                [37.718302204766, -122.474444639595],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_aef2e6eab8175567316e749a14446895 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7a7b4398d3f8f75ba4a8ef1ab581cc67 = $(`&lt;div id=&quot;html_7a7b4398d3f8f75ba4a8ef1ab581cc67&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_aef2e6eab8175567316e749a14446895.setContent(html_7a7b4398d3f8f75ba4a8ef1ab581cc67);\n",
       "        \n",
       "\n",
       "        marker_e554e2307274d98569da05f7b1594820.bindPopup(popup_aef2e6eab8175567316e749a14446895)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6a3fb74e108cf8314145444db3c9b9f8 = L.marker(\n",
       "                [37.7645752317615, -122.427562596985],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_93e67976eb115d24d040542ec98111af = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6ccfda2517b9e5c291b8b01a15c044e8 = $(`&lt;div id=&quot;html_6ccfda2517b9e5c291b8b01a15c044e8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_93e67976eb115d24d040542ec98111af.setContent(html_6ccfda2517b9e5c291b8b01a15c044e8);\n",
       "        \n",
       "\n",
       "        marker_6a3fb74e108cf8314145444db3c9b9f8.bindPopup(popup_93e67976eb115d24d040542ec98111af)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b7b3aa4dfdef0aeda74684579746d01c = L.marker(\n",
       "                [37.7874378309112, -122.419203004268],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_0a085bbaa7932540d81914ad953cf66a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_302177bfe450ce3780581af5147d3eb0 = $(`&lt;div id=&quot;html_302177bfe450ce3780581af5147d3eb0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_0a085bbaa7932540d81914ad953cf66a.setContent(html_302177bfe450ce3780581af5147d3eb0);\n",
       "        \n",
       "\n",
       "        marker_b7b3aa4dfdef0aeda74684579746d01c.bindPopup(popup_0a085bbaa7932540d81914ad953cf66a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1f71f170f90b4bbd2673e08846aaf704 = L.marker(\n",
       "                [37.7493688284532, -122.412690142308],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_7732d13a8fa8fbb98a61e7cb1f1c4696 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a38b776b4893a315f0148ba2e0418105 = $(`&lt;div id=&quot;html_a38b776b4893a315f0148ba2e0418105&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_7732d13a8fa8fbb98a61e7cb1f1c4696.setContent(html_a38b776b4893a315f0148ba2e0418105);\n",
       "        \n",
       "\n",
       "        marker_1f71f170f90b4bbd2673e08846aaf704.bindPopup(popup_7732d13a8fa8fbb98a61e7cb1f1c4696)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c1f314d09c4a51665e7116621ffcf955 = L.marker(\n",
       "                [37.7092010462379, -122.434609280352],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_531b1c36f66b7aa41f7ac649fa41d5fd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_74f9d7fb242a65dfcb7e15f1dad47490 = $(`&lt;div id=&quot;html_74f9d7fb242a65dfcb7e15f1dad47490&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_531b1c36f66b7aa41f7ac649fa41d5fd.setContent(html_74f9d7fb242a65dfcb7e15f1dad47490);\n",
       "        \n",
       "\n",
       "        marker_c1f314d09c4a51665e7116621ffcf955.bindPopup(popup_531b1c36f66b7aa41f7ac649fa41d5fd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5fb78786dfd4a13bcf5ed54cdfab4d71 = L.marker(\n",
       "                [37.7879209375533, -122.410882825551],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_c1562ae91db98f7ad448ff1dbd06ede9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3d209e5bcb55ab58114d7d1fa54d9400 = $(`&lt;div id=&quot;html_3d209e5bcb55ab58114d7d1fa54d9400&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_c1562ae91db98f7ad448ff1dbd06ede9.setContent(html_3d209e5bcb55ab58114d7d1fa54d9400);\n",
       "        \n",
       "\n",
       "        marker_5fb78786dfd4a13bcf5ed54cdfab4d71.bindPopup(popup_c1562ae91db98f7ad448ff1dbd06ede9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3d1fe7d2d86bde73ac0f2ff566138dce = L.marker(\n",
       "                [37.8004566471039, -122.401432754722],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_080dd012aab66419a2d9c1a5731c9fa8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d22cb2f0c1deffb561100ee00e04cbaf = $(`&lt;div id=&quot;html_d22cb2f0c1deffb561100ee00e04cbaf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_080dd012aab66419a2d9c1a5731c9fa8.setContent(html_d22cb2f0c1deffb561100ee00e04cbaf);\n",
       "        \n",
       "\n",
       "        marker_3d1fe7d2d86bde73ac0f2ff566138dce.bindPopup(popup_080dd012aab66419a2d9c1a5731c9fa8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0637185be607246c6104349d267ff0f8 = L.marker(\n",
       "                [37.7435550542265, -122.421128029505],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_f2cca306dd85e3df331d8c22a7eea18a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8c1552d8e9c1f5a7db7d625bc16cbde2 = $(`&lt;div id=&quot;html_8c1552d8e9c1f5a7db7d625bc16cbde2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_f2cca306dd85e3df331d8c22a7eea18a.setContent(html_8c1552d8e9c1f5a7db7d625bc16cbde2);\n",
       "        \n",
       "\n",
       "        marker_0637185be607246c6104349d267ff0f8.bindPopup(popup_f2cca306dd85e3df331d8c22a7eea18a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b909e20e9a0b172b14626a416001b9ab = L.marker(\n",
       "                [37.7865647607685, -122.407244087032],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_1b7e63d31cd55cd30ce6aa8b3bedcab2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_25bb25776afb7ce16c38d2ff09afa836 = $(`&lt;div id=&quot;html_25bb25776afb7ce16c38d2ff09afa836&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_1b7e63d31cd55cd30ce6aa8b3bedcab2.setContent(html_25bb25776afb7ce16c38d2ff09afa836);\n",
       "        \n",
       "\n",
       "        marker_b909e20e9a0b172b14626a416001b9ab.bindPopup(popup_1b7e63d31cd55cd30ce6aa8b3bedcab2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_476ab9df818e1e35c548d31bde6c8b5b = L.marker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_5c4b70241f80a22c4e3decb4b85de4c7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_86da6c3611827f55f85d49624967017d = $(`&lt;div id=&quot;html_86da6c3611827f55f85d49624967017d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;RECOVERED VEHICLE&lt;/div&gt;`)[0];\n",
       "            popup_5c4b70241f80a22c4e3decb4b85de4c7.setContent(html_86da6c3611827f55f85d49624967017d);\n",
       "        \n",
       "\n",
       "        marker_476ab9df818e1e35c548d31bde6c8b5b.bindPopup(popup_5c4b70241f80a22c4e3decb4b85de4c7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_731ab8e3f78b435071afedafe9969cff = L.marker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_bdd2f4e2660055d0d8bfc231139dbf85 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b42bbd2c264f602b8c9dde0743d6eac3 = $(`&lt;div id=&quot;html_b42bbd2c264f602b8c9dde0743d6eac3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_bdd2f4e2660055d0d8bfc231139dbf85.setContent(html_b42bbd2c264f602b8c9dde0743d6eac3);\n",
       "        \n",
       "\n",
       "        marker_731ab8e3f78b435071afedafe9969cff.bindPopup(popup_bdd2f4e2660055d0d8bfc231139dbf85)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_09122882f8bfc2131d464c66a1ddb6be = L.marker(\n",
       "                [37.7441927508932, -122.444685482273],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_72f79c4ce9bdfcd96201661b2d7968c6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_33d542b3ede5adb6259f106d50a56755 = $(`&lt;div id=&quot;html_33d542b3ede5adb6259f106d50a56755&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_72f79c4ce9bdfcd96201661b2d7968c6.setContent(html_33d542b3ede5adb6259f106d50a56755);\n",
       "        \n",
       "\n",
       "        marker_09122882f8bfc2131d464c66a1ddb6be.bindPopup(popup_72f79c4ce9bdfcd96201661b2d7968c6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ace1d339e4829d1e7983d7a3a18f0c67 = L.marker(\n",
       "                [37.7754692820041, -122.415757039196],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_204b6c050860fbddc33a081a62fa05bb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d1eb5bee06c793558b545c89460c4d0e = $(`&lt;div id=&quot;html_d1eb5bee06c793558b545c89460c4d0e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_204b6c050860fbddc33a081a62fa05bb.setContent(html_d1eb5bee06c793558b545c89460c4d0e);\n",
       "        \n",
       "\n",
       "        marker_ace1d339e4829d1e7983d7a3a18f0c67.bindPopup(popup_204b6c050860fbddc33a081a62fa05bb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b1adc7e79a487810ec5936fafef34940 = L.marker(\n",
       "                [37.7285280627465, -122.475647460786],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_3c51bdaca5b9def97f0b446a2c667417 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d9e1aedcf68219d96272666372d10897 = $(`&lt;div id=&quot;html_d9e1aedcf68219d96272666372d10897&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_3c51bdaca5b9def97f0b446a2c667417.setContent(html_d9e1aedcf68219d96272666372d10897);\n",
       "        \n",
       "\n",
       "        marker_b1adc7e79a487810ec5936fafef34940.bindPopup(popup_3c51bdaca5b9def97f0b446a2c667417)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_070071946112b1736830c059825d3f7c = L.marker(\n",
       "                [37.7428517374449, -122.420967440564],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_c304159609c68442bb7b6e6e82a8b570 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fdea6ceab8ebea3cf5c51d62d5e6c841 = $(`&lt;div id=&quot;html_fdea6ceab8ebea3cf5c51d62d5e6c841&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_c304159609c68442bb7b6e6e82a8b570.setContent(html_fdea6ceab8ebea3cf5c51d62d5e6c841);\n",
       "        \n",
       "\n",
       "        marker_070071946112b1736830c059825d3f7c.bindPopup(popup_c304159609c68442bb7b6e6e82a8b570)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d2e9a545f8d708a9e23cbeb5610f3d8c = L.marker(\n",
       "                [37.7821198488931, -122.415669661443],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_ec58ed6d07837f72566decd71a412316 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e92c0daa79c6be675aea5b4f8218710b = $(`&lt;div id=&quot;html_e92c0daa79c6be675aea5b4f8218710b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_ec58ed6d07837f72566decd71a412316.setContent(html_e92c0daa79c6be675aea5b4f8218710b);\n",
       "        \n",
       "\n",
       "        marker_d2e9a545f8d708a9e23cbeb5610f3d8c.bindPopup(popup_ec58ed6d07837f72566decd71a412316)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a11b78bb512ed461f9f7d3925721c0ef = L.marker(\n",
       "                [37.7791674218963, -122.406346425632],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_8adef51d900f1c453ed122eeeda7a248 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_21c8fe9064a5df50c903847c3284338e = $(`&lt;div id=&quot;html_21c8fe9064a5df50c903847c3284338e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_8adef51d900f1c453ed122eeeda7a248.setContent(html_21c8fe9064a5df50c903847c3284338e);\n",
       "        \n",
       "\n",
       "        marker_a11b78bb512ed461f9f7d3925721c0ef.bindPopup(popup_8adef51d900f1c453ed122eeeda7a248)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_270132094929b32af5b3bee1a774cb04 = L.marker(\n",
       "                [37.7657184395282, -122.409529913278],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_1ea9a7f1cc98b1a0ecdac7b52790206d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_abb3cc6600c4a12ebc1089d7dd8a2f0d = $(`&lt;div id=&quot;html_abb3cc6600c4a12ebc1089d7dd8a2f0d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_1ea9a7f1cc98b1a0ecdac7b52790206d.setContent(html_abb3cc6600c4a12ebc1089d7dd8a2f0d);\n",
       "        \n",
       "\n",
       "        marker_270132094929b32af5b3bee1a774cb04.bindPopup(popup_1ea9a7f1cc98b1a0ecdac7b52790206d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d9d66772d6d6cb0d4b3afbfbe291102e = L.marker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_4762a4f721ca3941f42b08bffc6708ad = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_12315e6ffcbaf874f07e08ada7dadb29 = $(`&lt;div id=&quot;html_12315e6ffcbaf874f07e08ada7dadb29&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_4762a4f721ca3941f42b08bffc6708ad.setContent(html_12315e6ffcbaf874f07e08ada7dadb29);\n",
       "        \n",
       "\n",
       "        marker_d9d66772d6d6cb0d4b3afbfbe291102e.bindPopup(popup_4762a4f721ca3941f42b08bffc6708ad)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_22413ab01d53086f21f1309ba3b10fdc = L.marker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_7fdf1d4292b8ec89d553977c3b350476 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_66ebc154e30205539dda89c36b71dbbc = $(`&lt;div id=&quot;html_66ebc154e30205539dda89c36b71dbbc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_7fdf1d4292b8ec89d553977c3b350476.setContent(html_66ebc154e30205539dda89c36b71dbbc);\n",
       "        \n",
       "\n",
       "        marker_22413ab01d53086f21f1309ba3b10fdc.bindPopup(popup_7fdf1d4292b8ec89d553977c3b350476)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_44c0b21b8192ca6dbfafa5238724c7b7 = L.marker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_34f4587d41b1cf4ec4c255daab1fc557 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_70dd0d4905f3e7ecf2a01ec5b60a7c5d = $(`&lt;div id=&quot;html_70dd0d4905f3e7ecf2a01ec5b60a7c5d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ARSON&lt;/div&gt;`)[0];\n",
       "            popup_34f4587d41b1cf4ec4c255daab1fc557.setContent(html_70dd0d4905f3e7ecf2a01ec5b60a7c5d);\n",
       "        \n",
       "\n",
       "        marker_44c0b21b8192ca6dbfafa5238724c7b7.bindPopup(popup_34f4587d41b1cf4ec4c255daab1fc557)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8abb916ea700bcc5a88ae23eb47742c5 = L.marker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_f0623003140d430e629d9609ceb407a3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8e29d6e5ce1b4f47e57f655af36057fd = $(`&lt;div id=&quot;html_8e29d6e5ce1b4f47e57f655af36057fd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_f0623003140d430e629d9609ceb407a3.setContent(html_8e29d6e5ce1b4f47e57f655af36057fd);\n",
       "        \n",
       "\n",
       "        marker_8abb916ea700bcc5a88ae23eb47742c5.bindPopup(popup_f0623003140d430e629d9609ceb407a3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9507ecb91b91cb752e7db9f55f4b90e3 = L.marker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_4c0f3b26c5ff875b7353dd8b1d8c7e57 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3a0e2c6db4ad8fa5d1d89f33a7e664a8 = $(`&lt;div id=&quot;html_3a0e2c6db4ad8fa5d1d89f33a7e664a8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_4c0f3b26c5ff875b7353dd8b1d8c7e57.setContent(html_3a0e2c6db4ad8fa5d1d89f33a7e664a8);\n",
       "        \n",
       "\n",
       "        marker_9507ecb91b91cb752e7db9f55f4b90e3.bindPopup(popup_4c0f3b26c5ff875b7353dd8b1d8c7e57)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ca9962f286f0fe5b86286c322bca5424 = L.marker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_c2b1eee18ecab9677c1f17b712909a64 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_cce7497665660ad6d01a373f57fa294b = $(`&lt;div id=&quot;html_cce7497665660ad6d01a373f57fa294b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_c2b1eee18ecab9677c1f17b712909a64.setContent(html_cce7497665660ad6d01a373f57fa294b);\n",
       "        \n",
       "\n",
       "        marker_ca9962f286f0fe5b86286c322bca5424.bindPopup(popup_c2b1eee18ecab9677c1f17b712909a64)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_298052392d2c36159d647df3cd65c216 = L.marker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_75643ef42865a38f409645909c3ad31e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_dc7ae6c41e9dda926bd5eb71f80419a6 = $(`&lt;div id=&quot;html_dc7ae6c41e9dda926bd5eb71f80419a6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_75643ef42865a38f409645909c3ad31e.setContent(html_dc7ae6c41e9dda926bd5eb71f80419a6);\n",
       "        \n",
       "\n",
       "        marker_298052392d2c36159d647df3cd65c216.bindPopup(popup_75643ef42865a38f409645909c3ad31e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cdf4908d316b6cb3e90c70a9eb66294d = L.marker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_c777a18c9c1b481418cfb130b0c5caac = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a18d86a9069f4d5365186ebad405b910 = $(`&lt;div id=&quot;html_a18d86a9069f4d5365186ebad405b910&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_c777a18c9c1b481418cfb130b0c5caac.setContent(html_a18d86a9069f4d5365186ebad405b910);\n",
       "        \n",
       "\n",
       "        marker_cdf4908d316b6cb3e90c70a9eb66294d.bindPopup(popup_c777a18c9c1b481418cfb130b0c5caac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b7861c4feb26e0d7f72582aad1328fb9 = L.marker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_dcfcc889cb5a14bf64008acf86614c11 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_879d332669b00eb53ab3ccaef46b27e0 = $(`&lt;div id=&quot;html_879d332669b00eb53ab3ccaef46b27e0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_dcfcc889cb5a14bf64008acf86614c11.setContent(html_879d332669b00eb53ab3ccaef46b27e0);\n",
       "        \n",
       "\n",
       "        marker_b7861c4feb26e0d7f72582aad1328fb9.bindPopup(popup_dcfcc889cb5a14bf64008acf86614c11)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dcbb6e92f5d9a517e362616f7f1ef3a7 = L.marker(\n",
       "                [37.7775118895695, -122.418045452768],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_7a06c1ffad2c3a6f6da668b623985956 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_0c948e54c5cc2bfa2d0a239b4415bb26 = $(`&lt;div id=&quot;html_0c948e54c5cc2bfa2d0a239b4415bb26&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_7a06c1ffad2c3a6f6da668b623985956.setContent(html_0c948e54c5cc2bfa2d0a239b4415bb26);\n",
       "        \n",
       "\n",
       "        marker_dcbb6e92f5d9a517e362616f7f1ef3a7.bindPopup(popup_7a06c1ffad2c3a6f6da668b623985956)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_33c2889846ddbba372961db4ddcda8dd = L.marker(\n",
       "                [37.7820238478975, -122.401161555602],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_bb8df2b10c90781095be6c7eded45caa = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7a03bcc8b72e41c74221b431c27a61be = $(`&lt;div id=&quot;html_7a03bcc8b72e41c74221b431c27a61be&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_bb8df2b10c90781095be6c7eded45caa.setContent(html_7a03bcc8b72e41c74221b431c27a61be);\n",
       "        \n",
       "\n",
       "        marker_33c2889846ddbba372961db4ddcda8dd.bindPopup(popup_bb8df2b10c90781095be6c7eded45caa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4003f2fd7c22876ff6906638e0529cec = L.marker(\n",
       "                [37.72700531963, -122.403408669191],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_88f579d5fb50eb7e99b560d288b83159 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a16ad918f2df1e8f39e44f09a8b2a5fd = $(`&lt;div id=&quot;html_a16ad918f2df1e8f39e44f09a8b2a5fd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_88f579d5fb50eb7e99b560d288b83159.setContent(html_a16ad918f2df1e8f39e44f09a8b2a5fd);\n",
       "        \n",
       "\n",
       "        marker_4003f2fd7c22876ff6906638e0529cec.bindPopup(popup_88f579d5fb50eb7e99b560d288b83159)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_985284100bc92c672da2a5f9861cdc73 = L.marker(\n",
       "                [37.7838344374141, -122.412930522059],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_f8d64e90bca520be47700c84b791d008 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3e1947422ac17434508dbde740751a39 = $(`&lt;div id=&quot;html_3e1947422ac17434508dbde740751a39&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_f8d64e90bca520be47700c84b791d008.setContent(html_3e1947422ac17434508dbde740751a39);\n",
       "        \n",
       "\n",
       "        marker_985284100bc92c672da2a5f9861cdc73.bindPopup(popup_f8d64e90bca520be47700c84b791d008)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_504bb374cb2e33653f706e142fc1700c = L.marker(\n",
       "                [37.7530186537446, -122.418587172219],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_9d331df7e70752779456baa4af5d839f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e81a993b0eb2a7266fe277a3fe7b21b5 = $(`&lt;div id=&quot;html_e81a993b0eb2a7266fe277a3fe7b21b5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_9d331df7e70752779456baa4af5d839f.setContent(html_e81a993b0eb2a7266fe277a3fe7b21b5);\n",
       "        \n",
       "\n",
       "        marker_504bb374cb2e33653f706e142fc1700c.bindPopup(popup_9d331df7e70752779456baa4af5d839f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_25d6235ed1e7f8eb075be80eb2ff9211 = L.marker(\n",
       "                [37.7740418385041, -122.414370627495],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_2ae871b5b4824ad28b2d4ce401ff649a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_677f21d30a5fc9507bace3eb255c1e85 = $(`&lt;div id=&quot;html_677f21d30a5fc9507bace3eb255c1e85&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;FRAUD&lt;/div&gt;`)[0];\n",
       "            popup_2ae871b5b4824ad28b2d4ce401ff649a.setContent(html_677f21d30a5fc9507bace3eb255c1e85);\n",
       "        \n",
       "\n",
       "        marker_25d6235ed1e7f8eb075be80eb2ff9211.bindPopup(popup_2ae871b5b4824ad28b2d4ce401ff649a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d64bcf87b30d66f543c8a46595514ef9 = L.marker(\n",
       "                [37.790538993725, -122.403915681571],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_3228136d160842a0bf5673d9f19679c2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_2368900148ea7c40a49a8f62790c6d50 = $(`&lt;div id=&quot;html_2368900148ea7c40a49a8f62790c6d50&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_3228136d160842a0bf5673d9f19679c2.setContent(html_2368900148ea7c40a49a8f62790c6d50);\n",
       "        \n",
       "\n",
       "        marker_d64bcf87b30d66f543c8a46595514ef9.bindPopup(popup_3228136d160842a0bf5673d9f19679c2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c069ec61308200e34c482a11ad8a0458 = L.marker(\n",
       "                [37.7830998244592, -122.419183096362],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_6b4e40ca721db1b53f91e5bae9ff056f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f2ccff4e75b14e75ff564d460abad0ae = $(`&lt;div id=&quot;html_f2ccff4e75b14e75ff564d460abad0ae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_6b4e40ca721db1b53f91e5bae9ff056f.setContent(html_f2ccff4e75b14e75ff564d460abad0ae);\n",
       "        \n",
       "\n",
       "        marker_c069ec61308200e34c482a11ad8a0458.bindPopup(popup_6b4e40ca721db1b53f91e5bae9ff056f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9461f11c3b37e7dbf80711fa0409797a = L.marker(\n",
       "                [37.7407360548358, -122.388753046997],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_42569214d73f72d2a8c8ef18e0f8611b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6857830dafd8f3781eeba91b4df71297 = $(`&lt;div id=&quot;html_6857830dafd8f3781eeba91b4df71297&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_42569214d73f72d2a8c8ef18e0f8611b.setContent(html_6857830dafd8f3781eeba91b4df71297);\n",
       "        \n",
       "\n",
       "        marker_9461f11c3b37e7dbf80711fa0409797a.bindPopup(popup_42569214d73f72d2a8c8ef18e0f8611b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_785271e21bfe3d69d1de22ed7ffe25ee = L.marker(\n",
       "                [37.7749912944366, -122.437799703468],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_8c9f31b891317f4957acfe0122978c88 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5f86b551d7334974651a83236ae104ed = $(`&lt;div id=&quot;html_5f86b551d7334974651a83236ae104ed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_8c9f31b891317f4957acfe0122978c88.setContent(html_5f86b551d7334974651a83236ae104ed);\n",
       "        \n",
       "\n",
       "        marker_785271e21bfe3d69d1de22ed7ffe25ee.bindPopup(popup_8c9f31b891317f4957acfe0122978c88)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_17b0003778cdc5e4592dbb6cc12922c9 = L.marker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_90390885c3171fde0f6b00c4bf1bdd24 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_305c4d7b72e85781b88a7594619fa3fc = $(`&lt;div id=&quot;html_305c4d7b72e85781b88a7594619fa3fc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_90390885c3171fde0f6b00c4bf1bdd24.setContent(html_305c4d7b72e85781b88a7594619fa3fc);\n",
       "        \n",
       "\n",
       "        marker_17b0003778cdc5e4592dbb6cc12922c9.bindPopup(popup_90390885c3171fde0f6b00c4bf1bdd24)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c55cb5cf14595c212775e72e1d6f7521 = L.marker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_bf4bc2c5c7edb38fd255734fdac9c43f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1794bd0494bfca50a2e968ebcea9153c = $(`&lt;div id=&quot;html_1794bd0494bfca50a2e968ebcea9153c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_bf4bc2c5c7edb38fd255734fdac9c43f.setContent(html_1794bd0494bfca50a2e968ebcea9153c);\n",
       "        \n",
       "\n",
       "        marker_c55cb5cf14595c212775e72e1d6f7521.bindPopup(popup_bf4bc2c5c7edb38fd255734fdac9c43f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0a674e470c969715262cffc77d8eb4cc = L.marker(\n",
       "                [37.7822458223917, -122.446612978839],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_90a5a04c6f7f249285008100c3f5a6cd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_92c20c5844eeaab18ac00e191aa1356b = $(`&lt;div id=&quot;html_92c20c5844eeaab18ac00e191aa1356b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_90a5a04c6f7f249285008100c3f5a6cd.setContent(html_92c20c5844eeaab18ac00e191aa1356b);\n",
       "        \n",
       "\n",
       "        marker_0a674e470c969715262cffc77d8eb4cc.bindPopup(popup_90a5a04c6f7f249285008100c3f5a6cd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_50671aef6c771080ead86d16b7cf0489 = L.marker(\n",
       "                [37.7300379995128, -122.404594140634],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_75a810f4c49ebe7cc30e8bd45a131760 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_686396dff26ddff8ba13c349d0db0df2 = $(`&lt;div id=&quot;html_686396dff26ddff8ba13c349d0db0df2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_75a810f4c49ebe7cc30e8bd45a131760.setContent(html_686396dff26ddff8ba13c349d0db0df2);\n",
       "        \n",
       "\n",
       "        marker_50671aef6c771080ead86d16b7cf0489.bindPopup(popup_75a810f4c49ebe7cc30e8bd45a131760)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3cbd00a31655c771fa8280abd9ba69b3 = L.marker(\n",
       "                [37.7953338267436, -122.397373740066],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_ff7cd0486bf8b25db140f11ea8afad2d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c73bc200902d16fb0e2470989d0b1cc4 = $(`&lt;div id=&quot;html_c73bc200902d16fb0e2470989d0b1cc4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_ff7cd0486bf8b25db140f11ea8afad2d.setContent(html_c73bc200902d16fb0e2470989d0b1cc4);\n",
       "        \n",
       "\n",
       "        marker_3cbd00a31655c771fa8280abd9ba69b3.bindPopup(popup_ff7cd0486bf8b25db140f11ea8afad2d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2a56d50f4625ebc0b028eb8dfaa46165 = L.marker(\n",
       "                [37.7875158741623, -122.407434989523],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_bec416561ab9caa0d7c554968d51d161 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b7e8d8f8b670c36c0bff13ed5eaaf520 = $(`&lt;div id=&quot;html_b7e8d8f8b670c36c0bff13ed5eaaf520&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_bec416561ab9caa0d7c554968d51d161.setContent(html_b7e8d8f8b670c36c0bff13ed5eaaf520);\n",
       "        \n",
       "\n",
       "        marker_2a56d50f4625ebc0b028eb8dfaa46165.bindPopup(popup_bec416561ab9caa0d7c554968d51d161)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dd2a73073250809c5ee25316ebb840da = L.marker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_4748a282e2fb522a487b128da635a066 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_633fbb3692f195254e456df2de336d32 = $(`&lt;div id=&quot;html_633fbb3692f195254e456df2de336d32&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;PROSTITUTION&lt;/div&gt;`)[0];\n",
       "            popup_4748a282e2fb522a487b128da635a066.setContent(html_633fbb3692f195254e456df2de336d32);\n",
       "        \n",
       "\n",
       "        marker_dd2a73073250809c5ee25316ebb840da.bindPopup(popup_4748a282e2fb522a487b128da635a066)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3a62e1501e3469b5d465c20358da50ac = L.marker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_786062c232f65d1fec12ecc418cddfaa = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f525991b404cfdf6cc74a1df7d162b69 = $(`&lt;div id=&quot;html_f525991b404cfdf6cc74a1df7d162b69&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_786062c232f65d1fec12ecc418cddfaa.setContent(html_f525991b404cfdf6cc74a1df7d162b69);\n",
       "        \n",
       "\n",
       "        marker_3a62e1501e3469b5d465c20358da50ac.bindPopup(popup_786062c232f65d1fec12ecc418cddfaa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c643c69a4748bc95e07a690b777072e7 = L.marker(\n",
       "                [37.773291806903, -122.436614181331],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_5c9c8a63d5552964b1de1f6d436f5b4b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_04ea9d1726fe814de82fb7d16cbc5ee0 = $(`&lt;div id=&quot;html_04ea9d1726fe814de82fb7d16cbc5ee0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_5c9c8a63d5552964b1de1f6d436f5b4b.setContent(html_04ea9d1726fe814de82fb7d16cbc5ee0);\n",
       "        \n",
       "\n",
       "        marker_c643c69a4748bc95e07a690b777072e7.bindPopup(popup_5c9c8a63d5552964b1de1f6d436f5b4b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9222d8c1cb1f000beb0254e1cd1d73c3 = L.marker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_0a1a25410a21c8ee314c9c37bea55241 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ca2ed74c51e1f34d0b2ac6ca3ec23bc0 = $(`&lt;div id=&quot;html_ca2ed74c51e1f34d0b2ac6ca3ec23bc0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_0a1a25410a21c8ee314c9c37bea55241.setContent(html_ca2ed74c51e1f34d0b2ac6ca3ec23bc0);\n",
       "        \n",
       "\n",
       "        marker_9222d8c1cb1f000beb0254e1cd1d73c3.bindPopup(popup_0a1a25410a21c8ee314c9c37bea55241)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_02b4eb2461f4bc04fc42e9a54bd8be40 = L.marker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_bb887d31b475c9a6ece953a4b4c638e1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1bdc589f17cc6181c1ef0ecc2f9395f7 = $(`&lt;div id=&quot;html_1bdc589f17cc6181c1ef0ecc2f9395f7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_bb887d31b475c9a6ece953a4b4c638e1.setContent(html_1bdc589f17cc6181c1ef0ecc2f9395f7);\n",
       "        \n",
       "\n",
       "        marker_02b4eb2461f4bc04fc42e9a54bd8be40.bindPopup(popup_bb887d31b475c9a6ece953a4b4c638e1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ece4120c17e778f24ac7a9ebb2201c94 = L.marker(\n",
       "                [37.7284180706602, -122.450000790445],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_cd01c4628e69ffe1a476149f4519f2f0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b3411e8fb5fa565f324f14771fc308d9 = $(`&lt;div id=&quot;html_b3411e8fb5fa565f324f14771fc308d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_cd01c4628e69ffe1a476149f4519f2f0.setContent(html_b3411e8fb5fa565f324f14771fc308d9);\n",
       "        \n",
       "\n",
       "        marker_ece4120c17e778f24ac7a9ebb2201c94.bindPopup(popup_cd01c4628e69ffe1a476149f4519f2f0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_555035c6e343a848eb34261185dfa033 = L.marker(\n",
       "                [37.7292114647359, -122.400834283031],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_a03364cba1b68fa89254308cb0327cce = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e10337ec47655255a5a28c87f6b771d7 = $(`&lt;div id=&quot;html_e10337ec47655255a5a28c87f6b771d7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_a03364cba1b68fa89254308cb0327cce.setContent(html_e10337ec47655255a5a28c87f6b771d7);\n",
       "        \n",
       "\n",
       "        marker_555035c6e343a848eb34261185dfa033.bindPopup(popup_a03364cba1b68fa89254308cb0327cce)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ab6143de5417c28e9778f85983aa242b = L.marker(\n",
       "                [37.7880065324392, -122.399802145799],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_0e2c426178aeb08b3ae0acb6bc344c89 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4372bb3ad53b06bb7bcbacb6cf893e73 = $(`&lt;div id=&quot;html_4372bb3ad53b06bb7bcbacb6cf893e73&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_0e2c426178aeb08b3ae0acb6bc344c89.setContent(html_4372bb3ad53b06bb7bcbacb6cf893e73);\n",
       "        \n",
       "\n",
       "        marker_ab6143de5417c28e9778f85983aa242b.bindPopup(popup_0e2c426178aeb08b3ae0acb6bc344c89)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_be2d7f6debce8602c29c8751f95c3c70 = L.marker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_4e038a1d649c734cf3ac38ea5e7ffc76 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f7a9a4dfc4cd43bbed3ba551e99ade94 = $(`&lt;div id=&quot;html_f7a9a4dfc4cd43bbed3ba551e99ade94&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SECONDARY CODES&lt;/div&gt;`)[0];\n",
       "            popup_4e038a1d649c734cf3ac38ea5e7ffc76.setContent(html_f7a9a4dfc4cd43bbed3ba551e99ade94);\n",
       "        \n",
       "\n",
       "        marker_be2d7f6debce8602c29c8751f95c3c70.bindPopup(popup_4e038a1d649c734cf3ac38ea5e7ffc76)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_91fed20d09983f62db28fbb141affa8a = L.marker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_8bab129000b27390a34d91d558abf283 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_de108240615b4b29bb4dc4b0b36e9d03 = $(`&lt;div id=&quot;html_de108240615b4b29bb4dc4b0b36e9d03&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SUSPICIOUS OCC&lt;/div&gt;`)[0];\n",
       "            popup_8bab129000b27390a34d91d558abf283.setContent(html_de108240615b4b29bb4dc4b0b36e9d03);\n",
       "        \n",
       "\n",
       "        marker_91fed20d09983f62db28fbb141affa8a.bindPopup(popup_8bab129000b27390a34d91d558abf283)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_81946dfeaf9e4dbd66cc5f566fe2ae50 = L.marker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_c58b3a9c60d203c22031960b10263941 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1bd556662776db40325e9d553f586c03 = $(`&lt;div id=&quot;html_1bd556662776db40325e9d553f586c03&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_c58b3a9c60d203c22031960b10263941.setContent(html_1bd556662776db40325e9d553f586c03);\n",
       "        \n",
       "\n",
       "        marker_81946dfeaf9e4dbd66cc5f566fe2ae50.bindPopup(popup_c58b3a9c60d203c22031960b10263941)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f5fc0e1bd11b88fee55aed34a16ddd85 = L.marker(\n",
       "                [37.7883235449904, -122.41185703254],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_5c00ee93852f72069f47152edb5e8a86 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6e9cf30317d3d8b3b04a099e8cd47fd5 = $(`&lt;div id=&quot;html_6e9cf30317d3d8b3b04a099e8cd47fd5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_5c00ee93852f72069f47152edb5e8a86.setContent(html_6e9cf30317d3d8b3b04a099e8cd47fd5);\n",
       "        \n",
       "\n",
       "        marker_f5fc0e1bd11b88fee55aed34a16ddd85.bindPopup(popup_5c00ee93852f72069f47152edb5e8a86)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3ae8d0c0908c82399340ea98bb58ddff = L.marker(\n",
       "                [37.7559977339856, -122.409435617106],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_5fdd26456c0fef000d89e5c452674570 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3467e436cc396c9725b1e9cd2a5086ef = $(`&lt;div id=&quot;html_3467e436cc396c9725b1e9cd2a5086ef&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_5fdd26456c0fef000d89e5c452674570.setContent(html_3467e436cc396c9725b1e9cd2a5086ef);\n",
       "        \n",
       "\n",
       "        marker_3ae8d0c0908c82399340ea98bb58ddff.bindPopup(popup_5fdd26456c0fef000d89e5c452674570)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bcad7a793846b9249cfdf7df47e227cd = L.marker(\n",
       "                [37.7870798144443, -122.425883358148],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_e978c7b799e8bdbc6180f68de6f1d7f1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8f451723acd87af6088bedab0021d331 = $(`&lt;div id=&quot;html_8f451723acd87af6088bedab0021d331&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_e978c7b799e8bdbc6180f68de6f1d7f1.setContent(html_8f451723acd87af6088bedab0021d331);\n",
       "        \n",
       "\n",
       "        marker_bcad7a793846b9249cfdf7df47e227cd.bindPopup(popup_e978c7b799e8bdbc6180f68de6f1d7f1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e876bd3d8a464318320bb7a890f53cfa = L.marker(\n",
       "                [37.7360374466862, -122.415126543001],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_a1cdec28584d73e219c303349fe24dcb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c46c122e3152c1897a93b4da22076f5a = $(`&lt;div id=&quot;html_c46c122e3152c1897a93b4da22076f5a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_a1cdec28584d73e219c303349fe24dcb.setContent(html_c46c122e3152c1897a93b4da22076f5a);\n",
       "        \n",
       "\n",
       "        marker_e876bd3d8a464318320bb7a890f53cfa.bindPopup(popup_a1cdec28584d73e219c303349fe24dcb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_298fd2baf6142886c6f03b4bbc9e3e95 = L.marker(\n",
       "                [37.712767884821, -122.431928011089],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_a5e3bb00ede1d9e1fd8e5af4b1f4eada = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_29d4b1c352fd88e749ac42b6173932ab = $(`&lt;div id=&quot;html_29d4b1c352fd88e749ac42b6173932ab&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_a5e3bb00ede1d9e1fd8e5af4b1f4eada.setContent(html_29d4b1c352fd88e749ac42b6173932ab);\n",
       "        \n",
       "\n",
       "        marker_298fd2baf6142886c6f03b4bbc9e3e95.bindPopup(popup_a5e3bb00ede1d9e1fd8e5af4b1f4eada)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_20decbbf4bd1de02baf689ac29982985 = L.marker(\n",
       "                [37.7895710255863, -122.402163713618],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_7e2fed7e86623f1aee724a85ce2d8a6b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d70fd9d59bfe9cff37a03a194a196898 = $(`&lt;div id=&quot;html_d70fd9d59bfe9cff37a03a194a196898&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUNKENNESS&lt;/div&gt;`)[0];\n",
       "            popup_7e2fed7e86623f1aee724a85ce2d8a6b.setContent(html_d70fd9d59bfe9cff37a03a194a196898);\n",
       "        \n",
       "\n",
       "        marker_20decbbf4bd1de02baf689ac29982985.bindPopup(popup_7e2fed7e86623f1aee724a85ce2d8a6b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3eaa8ba600dfad4a290b14f434176871 = L.marker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_f40edc21c1bafdadb3b7a2e704723ce0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_902cfe7314076e58dae78baa81d0a61d = $(`&lt;div id=&quot;html_902cfe7314076e58dae78baa81d0a61d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_f40edc21c1bafdadb3b7a2e704723ce0.setContent(html_902cfe7314076e58dae78baa81d0a61d);\n",
       "        \n",
       "\n",
       "        marker_3eaa8ba600dfad4a290b14f434176871.bindPopup(popup_f40edc21c1bafdadb3b7a2e704723ce0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8486e6695c82aee00055cf5bd8e13681 = L.marker(\n",
       "                [37.7838365565348, -122.413790972781],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_1f3bb7dbdf0bfb7b7cfce604b852954a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8109e206e9f41d5d79b5c88330ef156a = $(`&lt;div id=&quot;html_8109e206e9f41d5d79b5c88330ef156a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_1f3bb7dbdf0bfb7b7cfce604b852954a.setContent(html_8109e206e9f41d5d79b5c88330ef156a);\n",
       "        \n",
       "\n",
       "        marker_8486e6695c82aee00055cf5bd8e13681.bindPopup(popup_1f3bb7dbdf0bfb7b7cfce604b852954a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b73d340492b769e6a1a683b15e39112d = L.marker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_69a5a8558963f7957f10de633d0b4ebf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f4042667b1b389ee42621e97010d3223 = $(`&lt;div id=&quot;html_f4042667b1b389ee42621e97010d3223&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_69a5a8558963f7957f10de633d0b4ebf.setContent(html_f4042667b1b389ee42621e97010d3223);\n",
       "        \n",
       "\n",
       "        marker_b73d340492b769e6a1a683b15e39112d.bindPopup(popup_69a5a8558963f7957f10de633d0b4ebf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_907696b1384197e901a09aaa6f805b4e = L.marker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_90a5750c0142dbf116548f0565786d00 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_59f27c5cbf1c0c0d6c6659c284886cb2 = $(`&lt;div id=&quot;html_59f27c5cbf1c0c0d6c6659c284886cb2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SECONDARY CODES&lt;/div&gt;`)[0];\n",
       "            popup_90a5750c0142dbf116548f0565786d00.setContent(html_59f27c5cbf1c0c0d6c6659c284886cb2);\n",
       "        \n",
       "\n",
       "        marker_907696b1384197e901a09aaa6f805b4e.bindPopup(popup_90a5750c0142dbf116548f0565786d00)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a2daa6650cbf896552d13b66ccfcfa1f = L.marker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_7d26448c8a940a550e75f231ed427f1a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_97471d50d3ea4c3033b8d7705511f388 = $(`&lt;div id=&quot;html_97471d50d3ea4c3033b8d7705511f388&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_7d26448c8a940a550e75f231ed427f1a.setContent(html_97471d50d3ea4c3033b8d7705511f388);\n",
       "        \n",
       "\n",
       "        marker_a2daa6650cbf896552d13b66ccfcfa1f.bindPopup(popup_7d26448c8a940a550e75f231ed427f1a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_86535945ecb1117c1e97ff50171215b2 = L.marker(\n",
       "                [37.7859988323798, -122.411747371924],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_dd0c1f44cc6b6d7a1897a1489e8e04c7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b21fe2037a1b73c89e12b89fac2b9459 = $(`&lt;div id=&quot;html_b21fe2037a1b73c89e12b89fac2b9459&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SUSPICIOUS OCC&lt;/div&gt;`)[0];\n",
       "            popup_dd0c1f44cc6b6d7a1897a1489e8e04c7.setContent(html_b21fe2037a1b73c89e12b89fac2b9459);\n",
       "        \n",
       "\n",
       "        marker_86535945ecb1117c1e97ff50171215b2.bindPopup(popup_dd0c1f44cc6b6d7a1897a1489e8e04c7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a7fbd4a61dce179ec55aaf353b1540ba = L.marker(\n",
       "                [37.7633758058059, -122.420434724553],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_540a8d66475e6ab9828ed550a4f2788b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_08b6335dc8b3b33e0f41ac0882fd4071 = $(`&lt;div id=&quot;html_08b6335dc8b3b33e0f41ac0882fd4071&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_540a8d66475e6ab9828ed550a4f2788b.setContent(html_08b6335dc8b3b33e0f41ac0882fd4071);\n",
       "        \n",
       "\n",
       "        marker_a7fbd4a61dce179ec55aaf353b1540ba.bindPopup(popup_540a8d66475e6ab9828ed550a4f2788b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a93a2b7962229798bbecd84ae4ad06e5 = L.marker(\n",
       "                [37.7850226622786, -122.411987643595],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_a3bda4afbb8aa47cdfc547aa8e7bec94 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_69ad2a36f5544ee913d4aecae7c116ad = $(`&lt;div id=&quot;html_69ad2a36f5544ee913d4aecae7c116ad&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_a3bda4afbb8aa47cdfc547aa8e7bec94.setContent(html_69ad2a36f5544ee913d4aecae7c116ad);\n",
       "        \n",
       "\n",
       "        marker_a93a2b7962229798bbecd84ae4ad06e5.bindPopup(popup_a3bda4afbb8aa47cdfc547aa8e7bec94)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3cd14df57f00b3551f385c51164215ed = L.marker(\n",
       "                [37.7746206491065, -122.500380427915],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_b43a30d75fb5617d39393746db3b6fd5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d4a2fe559e5b2f8f953e8f0556643625 = $(`&lt;div id=&quot;html_d4a2fe559e5b2f8f953e8f0556643625&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_b43a30d75fb5617d39393746db3b6fd5.setContent(html_d4a2fe559e5b2f8f953e8f0556643625);\n",
       "        \n",
       "\n",
       "        marker_3cd14df57f00b3551f385c51164215ed.bindPopup(popup_b43a30d75fb5617d39393746db3b6fd5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7a345652b432585e084fa005395360c2 = L.marker(\n",
       "                [37.7751918267217, -122.466558780683],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_da02de6f2f0fc105ed54559fb49b77db = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5141038eb6e26a6fe14408afa0e0144f = $(`&lt;div id=&quot;html_5141038eb6e26a6fe14408afa0e0144f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_da02de6f2f0fc105ed54559fb49b77db.setContent(html_5141038eb6e26a6fe14408afa0e0144f);\n",
       "        \n",
       "\n",
       "        marker_7a345652b432585e084fa005395360c2.bindPopup(popup_da02de6f2f0fc105ed54559fb49b77db)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dcff8a92fde99f1ac2f239013fdb39b0 = L.marker(\n",
       "                [37.7490841729028, -122.486925960114],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_a025629ae7c16119567e4d0aac2c09ac = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c57bc9b6064a44f7abc2e2b2091ee77a = $(`&lt;div id=&quot;html_c57bc9b6064a44f7abc2e2b2091ee77a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_a025629ae7c16119567e4d0aac2c09ac.setContent(html_c57bc9b6064a44f7abc2e2b2091ee77a);\n",
       "        \n",
       "\n",
       "        marker_dcff8a92fde99f1ac2f239013fdb39b0.bindPopup(popup_a025629ae7c16119567e4d0aac2c09ac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7176791fe89486833feb24924c1e44c3 = L.marker(\n",
       "                [37.7685360123583, -122.41561633832],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_7d9624b7aa00d64b7b08614d596d13a7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_930a7b063352d8e23cf06f09b565192d = $(`&lt;div id=&quot;html_930a7b063352d8e23cf06f09b565192d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_7d9624b7aa00d64b7b08614d596d13a7.setContent(html_930a7b063352d8e23cf06f09b565192d);\n",
       "        \n",
       "\n",
       "        marker_7176791fe89486833feb24924c1e44c3.bindPopup(popup_7d9624b7aa00d64b7b08614d596d13a7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_11fca3ed99c790eea47a0a2195eca970 = L.marker(\n",
       "                [37.7644297714074, -122.449751652563],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_de0f19d3ebeda1fbb114edcd20ee92c7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c41be02128dd1ea0e9353561da8587dd = $(`&lt;div id=&quot;html_c41be02128dd1ea0e9353561da8587dd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_de0f19d3ebeda1fbb114edcd20ee92c7.setContent(html_c41be02128dd1ea0e9353561da8587dd);\n",
       "        \n",
       "\n",
       "        marker_11fca3ed99c790eea47a0a2195eca970.bindPopup(popup_de0f19d3ebeda1fbb114edcd20ee92c7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cf565a120b5f31711a6ae9c2a233c6a1 = L.marker(\n",
       "                [37.7644297714074, -122.449751652563],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_454318e745ddbffae809e32d9dab8d0d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6f915a40d10e85d2589292c82a1f2819 = $(`&lt;div id=&quot;html_6f915a40d10e85d2589292c82a1f2819&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_454318e745ddbffae809e32d9dab8d0d.setContent(html_6f915a40d10e85d2589292c82a1f2819);\n",
       "        \n",
       "\n",
       "        marker_cf565a120b5f31711a6ae9c2a233c6a1.bindPopup(popup_454318e745ddbffae809e32d9dab8d0d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b6c873a8b04ecad4b71d9d4319ddd99d = L.marker(\n",
       "                [37.7352681469084, -122.472715759631],\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "        var popup_d2c30f1cc44e97e27085cda68180ce85 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7e4c3623ba919b81daef28d734830b08 = $(`&lt;div id=&quot;html_7e4c3623ba919b81daef28d734830b08&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_d2c30f1cc44e97e27085cda68180ce85.setContent(html_7e4c3623ba919b81daef28d734830b08);\n",
       "        \n",
       "\n",
       "        marker_b6c873a8b04ecad4b71d9d4319ddd99d.bindPopup(popup_d2c30f1cc44e97e27085cda68180ce85)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var feature_group_c87056c22588780039c1a41623c54ecc = L.featureGroup(\n",
       "                {}\n",
       "            ).addTo(map_f6fa353a1e1a92d55e9c98d6a358401f);\n",
       "        \n",
       "    \n",
       "            var circle_marker_40ef636833346dbbee8b9c4c0c56cc83 = L.circleMarker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_f82d083123f3d935f316f9ab4d5bae50 = L.circleMarker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_c9d18f3a46df7f79bfb4748bfcec3dbe = L.circleMarker(\n",
       "                [37.7299809672996, -122.388856204292],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d0a3bb5455983e5420d9a4c6a8afb82d = L.circleMarker(\n",
       "                [37.7857883766888, -122.412970537591],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_87975724c200bf342927d23713b09c76 = L.circleMarker(\n",
       "                [37.7650501214668, -122.419671780296],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_461d984a9c5e703c5d6765edc28a824e = L.circleMarker(\n",
       "                [37.788018555829, -122.426077177375],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_20dde288c49af66bc778a5fe557cabfe = L.circleMarker(\n",
       "                [37.7808789360214, -122.405721454567],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_f6cbfd7ca98ce8e90a8fec38cf10ecb5 = L.circleMarker(\n",
       "                [37.7839805592634, -122.411778295992],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8c5c5d00ff6a9b552a7d98e6dff8019f = L.circleMarker(\n",
       "                [37.7757876218293, -122.393357241451],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_aa4278e5546b54898d0941d16543e348 = L.circleMarker(\n",
       "                [37.7209669615499, -122.387181635995],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_c2bd16c54fa42378255c412d5818c10c = L.circleMarker(\n",
       "                [37.7644781578695, -122.477376524003],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ce10482e6354a28953412939f82d5ec5 = L.circleMarker(\n",
       "                [37.7457389429655, -122.477960327299],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_840fe8ac7a2970b495fc659674c88f26 = L.circleMarker(\n",
       "                [37.7356970275482, -122.37675765553],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ab8a17157fcbaf58a3400bbf4392be2a = L.circleMarker(\n",
       "                [37.7292705199592, -122.432325871028],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_635447524a72b2e6a22667014a56e583 = L.circleMarker(\n",
       "                [37.791642982384, -122.40090869889],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8483e8bb486e799244b75f06a80a6933 = L.circleMarker(\n",
       "                [37.7837069301545, -122.408595110869],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_c39cdff59ed5a3a9e3c86bb6b566b153 = L.circleMarker(\n",
       "                [37.7572895904578, -122.406870402082],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8bfcbe4c1c2196bef7250cdc1f5bfb46 = L.circleMarker(\n",
       "                [37.7489063051829, -122.420354780861],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_bb3589c706aa9875de479c12bb8c6b69 = L.circleMarker(\n",
       "                [37.715765426995, -122.439909766772],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_3928535c2498b9cbc964ae23081388e4 = L.circleMarker(\n",
       "                [37.7835699386918, -122.408421116922],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7eec0fbd20af1e0c92eb409ad4ee2f2a = L.circleMarker(\n",
       "                [37.7736186276456, -122.422315670749],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_15592d6c3a1f10eb01ef9cfa7ea2d9bb = L.circleMarker(\n",
       "                [37.7928412840447, -122.424519835009],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_09a378d3e374f1b6168574e46b148d24 = L.circleMarker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_5383d0e6c710799fc3305515ca048245 = L.circleMarker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d3854815e0305be84046cee83f50e44e = L.circleMarker(\n",
       "                [37.7714939969416, -122.507750131004],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8513d19b291ac08741ba8d81100f2843 = L.circleMarker(\n",
       "                [37.718302204766, -122.474444639595],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_cdeeff97d815c0cd379dc76e72ef9eb9 = L.circleMarker(\n",
       "                [37.7645752317615, -122.427562596985],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_aae720e2de7472c283ffb1ab69bc2410 = L.circleMarker(\n",
       "                [37.7874378309112, -122.419203004268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_745795d4b07185d198e580a13f9ed294 = L.circleMarker(\n",
       "                [37.7493688284532, -122.412690142308],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_a3cf324a474a3e55a3ccbfe26f7daa55 = L.circleMarker(\n",
       "                [37.7092010462379, -122.434609280352],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_5f406e807e1b6e2f644d66dfd43ac578 = L.circleMarker(\n",
       "                [37.7879209375533, -122.410882825551],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_a0e834fb4c5d96826115af0f44e07893 = L.circleMarker(\n",
       "                [37.8004566471039, -122.401432754722],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_64e3495d345f01761053c7e47377e608 = L.circleMarker(\n",
       "                [37.7435550542265, -122.421128029505],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_14f149e9c1813c16fa39c03a22b9fc7d = L.circleMarker(\n",
       "                [37.7865647607685, -122.407244087032],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d4594d37ec6faaa5a57c33a042ee8fab = L.circleMarker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d66b3a94393dd9762f649e7d9ccf1e42 = L.circleMarker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_909240fd42ca3b8d590c337fac96a636 = L.circleMarker(\n",
       "                [37.7441927508932, -122.444685482273],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_11217254eb52900c6885f8ae3b2107d4 = L.circleMarker(\n",
       "                [37.7754692820041, -122.415757039196],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_08eb034227d8bf4df6be660f3f3c2ea7 = L.circleMarker(\n",
       "                [37.7285280627465, -122.475647460786],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_f5f3ee1e0b732056b479cbf469aad11e = L.circleMarker(\n",
       "                [37.7428517374449, -122.420967440564],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7eef59ec5b591a6c0eb6ab9143607a1a = L.circleMarker(\n",
       "                [37.7821198488931, -122.415669661443],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_538c239d371f08fade74fde867ad6540 = L.circleMarker(\n",
       "                [37.7791674218963, -122.406346425632],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_5609dbe2ddbfd5a65fdb2f442ebc8c92 = L.circleMarker(\n",
       "                [37.7657184395282, -122.409529913278],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_fbd4b6b39bd4ba96746b6147510cc4d3 = L.circleMarker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_3ab0963fcbc81a85f8ba58bbe1684011 = L.circleMarker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8c1a5572f3e6c59cd853fea65ec67d1d = L.circleMarker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_f1aeb4074470f82a44d3238f184d0151 = L.circleMarker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_03d21b1caacc04042609683cc95bd61d = L.circleMarker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_e56e492bae438262259083dd77fa540e = L.circleMarker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_172340c2ad33bbd60317300f5b68e402 = L.circleMarker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_b50ec0410cb8b8eba9050ab2e9dbbed3 = L.circleMarker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_bf27e2b24aba4871e290aae733666106 = L.circleMarker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_fba0d70c15f189f5f1a67d131e8d6026 = L.circleMarker(\n",
       "                [37.7775118895695, -122.418045452768],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d3867b9ebdfc635e77810d1b9a670732 = L.circleMarker(\n",
       "                [37.7820238478975, -122.401161555602],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_d426bdf24e35d9012ae0f57d78dd7426 = L.circleMarker(\n",
       "                [37.72700531963, -122.403408669191],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_54fd2c6e150196fe2eb1df7aa4fd52f0 = L.circleMarker(\n",
       "                [37.7838344374141, -122.412930522059],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7c22339948f7639448f72f4c7fa29264 = L.circleMarker(\n",
       "                [37.7530186537446, -122.418587172219],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_f202bcb3df854c7d69d790eece3699cc = L.circleMarker(\n",
       "                [37.7740418385041, -122.414370627495],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7466b761f75982ab38315bac57bd783f = L.circleMarker(\n",
       "                [37.790538993725, -122.403915681571],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_7b12a107fa0416fa0c2ac54c0cece256 = L.circleMarker(\n",
       "                [37.7830998244592, -122.419183096362],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_e0dab3540d5962114627a6e784f0e4ae = L.circleMarker(\n",
       "                [37.7407360548358, -122.388753046997],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_8328a55357a14018f5e839a54489ffd5 = L.circleMarker(\n",
       "                [37.7749912944366, -122.437799703468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_0e1f6bfb6d5d725d06103719b3643e1e = L.circleMarker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_78949432d19db7a684ca742247c42686 = L.circleMarker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_9486df92a9ded0e994c903a3a03e9dcf = L.circleMarker(\n",
       "                [37.7822458223917, -122.446612978839],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_240e1d319277dfb4a29d6c876a348bba = L.circleMarker(\n",
       "                [37.7300379995128, -122.404594140634],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_07425cd67dfa6d5673f01745a07378cb = L.circleMarker(\n",
       "                [37.7953338267436, -122.397373740066],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_b2b8d87b72654b79442f7389495c4965 = L.circleMarker(\n",
       "                [37.7875158741623, -122.407434989523],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_b11b3c324bc1b45bc441d2b30eae6c7e = L.circleMarker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_b4642878262d9b85143f26beb7eb8aab = L.circleMarker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_6c894f9392a6ab7f0647001e35cbc2ac = L.circleMarker(\n",
       "                [37.773291806903, -122.436614181331],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_449896322edea7e68397e6318cce6c1a = L.circleMarker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ef206d1542d46fc89abf59c4acfb277f = L.circleMarker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_2c7d771dfca554284f3570a021e24f02 = L.circleMarker(\n",
       "                [37.7284180706602, -122.450000790445],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_5312136f427ba2c74b7f47c83250c85c = L.circleMarker(\n",
       "                [37.7292114647359, -122.400834283031],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_3fec63f02f95c00d19f09f9c76a7863f = L.circleMarker(\n",
       "                [37.7880065324392, -122.399802145799],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_c65fd226ba3d5bbb7ee9a2dfc7593e6f = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ba1505090f82316b16e7c32f8b6dfd74 = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_ea7750b6dfaaee6f021bcb3b13c49b72 = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
       "            var circle_marker_800abeb2925391e6122cef22d480ba9c = L.circleMarker(\n",
       "                [37.7883235449904, -122.41185703254],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(feature_group_c87056c22588780039c1a41623c54ecc);\n",
       "        \n",
       "    \n",
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      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a35fe50>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# instantiate a feature group for the incidents in the dataframe\n",
    "incidents = folium.map.FeatureGroup()\n",
    "\n",
    "# loop through the 100 crimes and add each to the incidents feature group\n",
    "for lat, lng, in zip(df_incidents.Y, df_incidents.X):\n",
    "    incidents.add_child(\n",
    "        folium.vector_layers.CircleMarker(\n",
    "            [lat, lng],\n",
    "            radius=5, # define how big you want the circle markers to be\n",
    "            color='yellow',\n",
    "            fill=True,\n",
    "            fill_color='blue',\n",
    "            fill_opacity=0.6\n",
    "        )\n",
    "    )\n",
    "\n",
    "# add pop-up text to each marker on the map\n",
    "latitudes = list(df_incidents.Y)\n",
    "longitudes = list(df_incidents.X)\n",
    "labels = list(df_incidents.Category)\n",
    "\n",
    "for lat, lng, label in zip(latitudes, longitudes, labels):\n",
    "    folium.Marker([lat, lng], popup=label).add_to(sanfran_map)    \n",
    "    \n",
    "# add incidents to map\n",
    "sanfran_map.add_child(incidents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Isn't this really cool? Now you are able to know what crime category occurred at each marker.\n",
    "\n",
    "If you find the map to be so congested will all these markers, there are two remedies to this problem. The simpler solution is to remove these location markers and just add the text to the circle markers themselves as follows:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "                {\n",
       "                    center: [37.77, -122.42],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 12,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_14faef731e19f3ab15c2601c24adf328 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "            var circle_marker_e0ff9d8f1e25458a69bc551ed089b82e = L.circleMarker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8fadc4d57a2db19c9091392bd89cdbaa = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fd2eb15af8045ff73c779a95d07f5ea2 = $(`&lt;div id=&quot;html_fd2eb15af8045ff73c779a95d07f5ea2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WEAPON LAWS&lt;/div&gt;`)[0];\n",
       "            popup_8fadc4d57a2db19c9091392bd89cdbaa.setContent(html_fd2eb15af8045ff73c779a95d07f5ea2);\n",
       "        \n",
       "\n",
       "        circle_marker_e0ff9d8f1e25458a69bc551ed089b82e.bindPopup(popup_8fadc4d57a2db19c9091392bd89cdbaa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5d7a42164a6ccf95322b4dc788abd34a = L.circleMarker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_c017c512d15a542533be61847ce73c0a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5a1cf1f76dcd6e462c5a5960fe5e73cb = $(`&lt;div id=&quot;html_5a1cf1f76dcd6e462c5a5960fe5e73cb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WEAPON LAWS&lt;/div&gt;`)[0];\n",
       "            popup_c017c512d15a542533be61847ce73c0a.setContent(html_5a1cf1f76dcd6e462c5a5960fe5e73cb);\n",
       "        \n",
       "\n",
       "        circle_marker_5d7a42164a6ccf95322b4dc788abd34a.bindPopup(popup_c017c512d15a542533be61847ce73c0a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_faed83cd2efb798ba130776a730adaed = L.circleMarker(\n",
       "                [37.7299809672996, -122.388856204292],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_e42fbad213c79a8f5db271fa00f926d2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f7948647113918b4c28885929ef6b983 = $(`&lt;div id=&quot;html_f7948647113918b4c28885929ef6b983&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_e42fbad213c79a8f5db271fa00f926d2.setContent(html_f7948647113918b4c28885929ef6b983);\n",
       "        \n",
       "\n",
       "        circle_marker_faed83cd2efb798ba130776a730adaed.bindPopup(popup_e42fbad213c79a8f5db271fa00f926d2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_83dd5e12ddc946da4071c8e5cd719384 = L.circleMarker(\n",
       "                [37.7857883766888, -122.412970537591],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_ee040e48ee6937abd83522c05a4a03a5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f12d445dcfb7266f6b052643f2ebf715 = $(`&lt;div id=&quot;html_f12d445dcfb7266f6b052643f2ebf715&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_ee040e48ee6937abd83522c05a4a03a5.setContent(html_f12d445dcfb7266f6b052643f2ebf715);\n",
       "        \n",
       "\n",
       "        circle_marker_83dd5e12ddc946da4071c8e5cd719384.bindPopup(popup_ee040e48ee6937abd83522c05a4a03a5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_368be62e024fbc6dc65456f6ec4ba6aa = L.circleMarker(\n",
       "                [37.7650501214668, -122.419671780296],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_3cb42d39a91b075b4e345d808e5ee262 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e302e65e3545288d3793fa5829c8a8d0 = $(`&lt;div id=&quot;html_e302e65e3545288d3793fa5829c8a8d0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_3cb42d39a91b075b4e345d808e5ee262.setContent(html_e302e65e3545288d3793fa5829c8a8d0);\n",
       "        \n",
       "\n",
       "        circle_marker_368be62e024fbc6dc65456f6ec4ba6aa.bindPopup(popup_3cb42d39a91b075b4e345d808e5ee262)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9fb27a64f82252fa48f449c7719e50dc = L.circleMarker(\n",
       "                [37.788018555829, -122.426077177375],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_14d46e90655b836a1d6a5b768cc96fe1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_472759b287c761a9e17c7dee016b966f = $(`&lt;div id=&quot;html_472759b287c761a9e17c7dee016b966f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_14d46e90655b836a1d6a5b768cc96fe1.setContent(html_472759b287c761a9e17c7dee016b966f);\n",
       "        \n",
       "\n",
       "        circle_marker_9fb27a64f82252fa48f449c7719e50dc.bindPopup(popup_14d46e90655b836a1d6a5b768cc96fe1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9d6fefeaf2e36dfd3260ed647790b5ac = L.circleMarker(\n",
       "                [37.7808789360214, -122.405721454567],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_ceb6e9004cac7b4d43bdb3d8ce85ead9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_deb48d68d9f566ec520fb1661886e0a9 = $(`&lt;div id=&quot;html_deb48d68d9f566ec520fb1661886e0a9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_ceb6e9004cac7b4d43bdb3d8ce85ead9.setContent(html_deb48d68d9f566ec520fb1661886e0a9);\n",
       "        \n",
       "\n",
       "        circle_marker_9d6fefeaf2e36dfd3260ed647790b5ac.bindPopup(popup_ceb6e9004cac7b4d43bdb3d8ce85ead9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_360fa7507b59d89e758d3467c4aa55ef = L.circleMarker(\n",
       "                [37.7839805592634, -122.411778295992],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_22e509380aaabea564a2dd1c53f2a897 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_270df06ecbfa08c87d9d837caa18146c = $(`&lt;div id=&quot;html_270df06ecbfa08c87d9d837caa18146c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_22e509380aaabea564a2dd1c53f2a897.setContent(html_270df06ecbfa08c87d9d837caa18146c);\n",
       "        \n",
       "\n",
       "        circle_marker_360fa7507b59d89e758d3467c4aa55ef.bindPopup(popup_22e509380aaabea564a2dd1c53f2a897)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2dacb6f03e4f1f66fd3c83f4b73b912a = L.circleMarker(\n",
       "                [37.7757876218293, -122.393357241451],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_4064a344545e2b4acf076a1e396cdfe1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d5c06de45086331a6bd266b9457f39c7 = $(`&lt;div id=&quot;html_d5c06de45086331a6bd266b9457f39c7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_4064a344545e2b4acf076a1e396cdfe1.setContent(html_d5c06de45086331a6bd266b9457f39c7);\n",
       "        \n",
       "\n",
       "        circle_marker_2dacb6f03e4f1f66fd3c83f4b73b912a.bindPopup(popup_4064a344545e2b4acf076a1e396cdfe1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4242632af03a35e75db60171daa782a9 = L.circleMarker(\n",
       "                [37.7209669615499, -122.387181635995],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_fd74a000e5cb56e95d088bcb37826270 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e8adefca21e499feea8122ae1816212b = $(`&lt;div id=&quot;html_e8adefca21e499feea8122ae1816212b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_fd74a000e5cb56e95d088bcb37826270.setContent(html_e8adefca21e499feea8122ae1816212b);\n",
       "        \n",
       "\n",
       "        circle_marker_4242632af03a35e75db60171daa782a9.bindPopup(popup_fd74a000e5cb56e95d088bcb37826270)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c43b88cbd889073a71d6d4370a843878 = L.circleMarker(\n",
       "                [37.7644781578695, -122.477376524003],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_3533b6e80b0ece433a72b0a10833d052 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_feb433e8cdfa1e5fa9fd924811bc9777 = $(`&lt;div id=&quot;html_feb433e8cdfa1e5fa9fd924811bc9777&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_3533b6e80b0ece433a72b0a10833d052.setContent(html_feb433e8cdfa1e5fa9fd924811bc9777);\n",
       "        \n",
       "\n",
       "        circle_marker_c43b88cbd889073a71d6d4370a843878.bindPopup(popup_3533b6e80b0ece433a72b0a10833d052)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5a59c2b542d2cf0cd8512350414771c5 = L.circleMarker(\n",
       "                [37.7457389429655, -122.477960327299],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_1b6d62b3b22c10a446fd9f1b539ee4a8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_920656a71bca7a7ba1c5c2f7f85174fa = $(`&lt;div id=&quot;html_920656a71bca7a7ba1c5c2f7f85174fa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_1b6d62b3b22c10a446fd9f1b539ee4a8.setContent(html_920656a71bca7a7ba1c5c2f7f85174fa);\n",
       "        \n",
       "\n",
       "        circle_marker_5a59c2b542d2cf0cd8512350414771c5.bindPopup(popup_1b6d62b3b22c10a446fd9f1b539ee4a8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8dd04aac269e83bc34fdfc012c56f106 = L.circleMarker(\n",
       "                [37.7356970275482, -122.37675765553],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_000d6b6264503d1f5489e8ebc8107063 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_89b88c3b0eeb877e4637c00ee6af871c = $(`&lt;div id=&quot;html_89b88c3b0eeb877e4637c00ee6af871c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_000d6b6264503d1f5489e8ebc8107063.setContent(html_89b88c3b0eeb877e4637c00ee6af871c);\n",
       "        \n",
       "\n",
       "        circle_marker_8dd04aac269e83bc34fdfc012c56f106.bindPopup(popup_000d6b6264503d1f5489e8ebc8107063)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b0fbc6d409fb2633aec997ccc83587aa = L.circleMarker(\n",
       "                [37.7292705199592, -122.432325871028],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_0eb8bb901da04ca98c175d137d0c1296 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c1804eebfb699900563837da3d017eec = $(`&lt;div id=&quot;html_c1804eebfb699900563837da3d017eec&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_0eb8bb901da04ca98c175d137d0c1296.setContent(html_c1804eebfb699900563837da3d017eec);\n",
       "        \n",
       "\n",
       "        circle_marker_b0fbc6d409fb2633aec997ccc83587aa.bindPopup(popup_0eb8bb901da04ca98c175d137d0c1296)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5db1aac910a18f6c949a9ab01201c5c0 = L.circleMarker(\n",
       "                [37.791642982384, -122.40090869889],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_72c377db3d799f8ef5d897dc2eafc135 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_41bfe271dbef68384576045358df2800 = $(`&lt;div id=&quot;html_41bfe271dbef68384576045358df2800&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_72c377db3d799f8ef5d897dc2eafc135.setContent(html_41bfe271dbef68384576045358df2800);\n",
       "        \n",
       "\n",
       "        circle_marker_5db1aac910a18f6c949a9ab01201c5c0.bindPopup(popup_72c377db3d799f8ef5d897dc2eafc135)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e828d2133c68aaf50cb9bcff699ad0c9 = L.circleMarker(\n",
       "                [37.7837069301545, -122.408595110869],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_42e54e4198663447f454f7dc44042f88 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_12ec6c483caf5745e152838a112b60cd = $(`&lt;div id=&quot;html_12ec6c483caf5745e152838a112b60cd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;STOLEN PROPERTY&lt;/div&gt;`)[0];\n",
       "            popup_42e54e4198663447f454f7dc44042f88.setContent(html_12ec6c483caf5745e152838a112b60cd);\n",
       "        \n",
       "\n",
       "        circle_marker_e828d2133c68aaf50cb9bcff699ad0c9.bindPopup(popup_42e54e4198663447f454f7dc44042f88)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_360feecb2cd36345a9aeb864697e355a = L.circleMarker(\n",
       "                [37.7572895904578, -122.406870402082],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8e5d248d5b6973dc42ab0cc44d244261 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6c344ff46954cc5cac56dda2711c7283 = $(`&lt;div id=&quot;html_6c344ff46954cc5cac56dda2711c7283&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_8e5d248d5b6973dc42ab0cc44d244261.setContent(html_6c344ff46954cc5cac56dda2711c7283);\n",
       "        \n",
       "\n",
       "        circle_marker_360feecb2cd36345a9aeb864697e355a.bindPopup(popup_8e5d248d5b6973dc42ab0cc44d244261)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fc14598bd2ed9461cb8be08f4bacc84d = L.circleMarker(\n",
       "                [37.7489063051829, -122.420354780861],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_faed4eaf4e65fbe6e91db6b4173ab1b9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_13fc25d4b8550526be96f3e70695d76f = $(`&lt;div id=&quot;html_13fc25d4b8550526be96f3e70695d76f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_faed4eaf4e65fbe6e91db6b4173ab1b9.setContent(html_13fc25d4b8550526be96f3e70695d76f);\n",
       "        \n",
       "\n",
       "        circle_marker_fc14598bd2ed9461cb8be08f4bacc84d.bindPopup(popup_faed4eaf4e65fbe6e91db6b4173ab1b9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_57a9cfa065aa47d745ffa51fd5c0d8f0 = L.circleMarker(\n",
       "                [37.715765426995, -122.439909766772],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_90c81269486125e31337080c74143a5b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3d067fd7701ffc44b52bcd542954bff4 = $(`&lt;div id=&quot;html_3d067fd7701ffc44b52bcd542954bff4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_90c81269486125e31337080c74143a5b.setContent(html_3d067fd7701ffc44b52bcd542954bff4);\n",
       "        \n",
       "\n",
       "        circle_marker_57a9cfa065aa47d745ffa51fd5c0d8f0.bindPopup(popup_90c81269486125e31337080c74143a5b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1df45998e5e34cad9757f314204edf83 = L.circleMarker(\n",
       "                [37.7835699386918, -122.408421116922],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_ba1df28c82e12034e9a1439c1bfc6371 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1065f60764d4d8e974b692c6b7b8e1b2 = $(`&lt;div id=&quot;html_1065f60764d4d8e974b692c6b7b8e1b2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_ba1df28c82e12034e9a1439c1bfc6371.setContent(html_1065f60764d4d8e974b692c6b7b8e1b2);\n",
       "        \n",
       "\n",
       "        circle_marker_1df45998e5e34cad9757f314204edf83.bindPopup(popup_ba1df28c82e12034e9a1439c1bfc6371)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fe170314561ded6af9cdd63c207c4ea2 = L.circleMarker(\n",
       "                [37.7736186276456, -122.422315670749],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_1138f3321dd4addfeab5289c7c19fc43 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_2ccc1317457cc7661f25b0fcf9767613 = $(`&lt;div id=&quot;html_2ccc1317457cc7661f25b0fcf9767613&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;FRAUD&lt;/div&gt;`)[0];\n",
       "            popup_1138f3321dd4addfeab5289c7c19fc43.setContent(html_2ccc1317457cc7661f25b0fcf9767613);\n",
       "        \n",
       "\n",
       "        circle_marker_fe170314561ded6af9cdd63c207c4ea2.bindPopup(popup_1138f3321dd4addfeab5289c7c19fc43)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_27a4869e5003d30de614b01fdd01b584 = L.circleMarker(\n",
       "                [37.7928412840447, -122.424519835009],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_642b4754ebae419820ba19ecd1c2e297 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b5a5aa0be3d3dbec09bc85f2252e4db0 = $(`&lt;div id=&quot;html_b5a5aa0be3d3dbec09bc85f2252e4db0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_642b4754ebae419820ba19ecd1c2e297.setContent(html_b5a5aa0be3d3dbec09bc85f2252e4db0);\n",
       "        \n",
       "\n",
       "        circle_marker_27a4869e5003d30de614b01fdd01b584.bindPopup(popup_642b4754ebae419820ba19ecd1c2e297)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1c803a05c5ab3f572893c9a0ff45c93a = L.circleMarker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_29619891f263fa5177d7d320d42058e1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ac1e6909bb5954841868a95a58323122 = $(`&lt;div id=&quot;html_ac1e6909bb5954841868a95a58323122&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_29619891f263fa5177d7d320d42058e1.setContent(html_ac1e6909bb5954841868a95a58323122);\n",
       "        \n",
       "\n",
       "        circle_marker_1c803a05c5ab3f572893c9a0ff45c93a.bindPopup(popup_29619891f263fa5177d7d320d42058e1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b6f3a7404e15c4c45a5b4c4fcfd39048 = L.circleMarker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_ac9ef2bd39f37018ff3e20131b3a243b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8830029803608cfa36ff4e4ffa880a66 = $(`&lt;div id=&quot;html_8830029803608cfa36ff4e4ffa880a66&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_ac9ef2bd39f37018ff3e20131b3a243b.setContent(html_8830029803608cfa36ff4e4ffa880a66);\n",
       "        \n",
       "\n",
       "        circle_marker_b6f3a7404e15c4c45a5b4c4fcfd39048.bindPopup(popup_ac9ef2bd39f37018ff3e20131b3a243b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e1e87b154913c48f0620fc452884d889 = L.circleMarker(\n",
       "                [37.7714939969416, -122.507750131004],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_3a1c627dc9f3851187a2f2a8938c8494 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_33fdd23d3afa25b2b0cc5c44e0b4d7a9 = $(`&lt;div id=&quot;html_33fdd23d3afa25b2b0cc5c44e0b4d7a9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_3a1c627dc9f3851187a2f2a8938c8494.setContent(html_33fdd23d3afa25b2b0cc5c44e0b4d7a9);\n",
       "        \n",
       "\n",
       "        circle_marker_e1e87b154913c48f0620fc452884d889.bindPopup(popup_3a1c627dc9f3851187a2f2a8938c8494)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_195a9b91b598bd3c332bbfffebb85d1c = L.circleMarker(\n",
       "                [37.718302204766, -122.474444639595],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_bfebdbef8c2eef639b05b78c1613bf7c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_00f9db98536138e2ff6a3f37a68d18f4 = $(`&lt;div id=&quot;html_00f9db98536138e2ff6a3f37a68d18f4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_bfebdbef8c2eef639b05b78c1613bf7c.setContent(html_00f9db98536138e2ff6a3f37a68d18f4);\n",
       "        \n",
       "\n",
       "        circle_marker_195a9b91b598bd3c332bbfffebb85d1c.bindPopup(popup_bfebdbef8c2eef639b05b78c1613bf7c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_97271134200f9e0e7efe9768e32d27dd = L.circleMarker(\n",
       "                [37.7645752317615, -122.427562596985],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_dee2037f280af65bfd28a1e3216f4409 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_58f5694e87aa85770e33cb8bdf358a31 = $(`&lt;div id=&quot;html_58f5694e87aa85770e33cb8bdf358a31&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_dee2037f280af65bfd28a1e3216f4409.setContent(html_58f5694e87aa85770e33cb8bdf358a31);\n",
       "        \n",
       "\n",
       "        circle_marker_97271134200f9e0e7efe9768e32d27dd.bindPopup(popup_dee2037f280af65bfd28a1e3216f4409)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9102cceca381c627a646b30214516b38 = L.circleMarker(\n",
       "                [37.7874378309112, -122.419203004268],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_ac91e778f512df8e6b7e3065a04083fb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_943ebca17d9f1d69645a31d4a22d1174 = $(`&lt;div id=&quot;html_943ebca17d9f1d69645a31d4a22d1174&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_ac91e778f512df8e6b7e3065a04083fb.setContent(html_943ebca17d9f1d69645a31d4a22d1174);\n",
       "        \n",
       "\n",
       "        circle_marker_9102cceca381c627a646b30214516b38.bindPopup(popup_ac91e778f512df8e6b7e3065a04083fb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9bf2a183da6af4c9cacfec216b4ac83d = L.circleMarker(\n",
       "                [37.7493688284532, -122.412690142308],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_adec63d7df210d872de69ea8971761cf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b0055d53d0a4f9948b167371a256b814 = $(`&lt;div id=&quot;html_b0055d53d0a4f9948b167371a256b814&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_adec63d7df210d872de69ea8971761cf.setContent(html_b0055d53d0a4f9948b167371a256b814);\n",
       "        \n",
       "\n",
       "        circle_marker_9bf2a183da6af4c9cacfec216b4ac83d.bindPopup(popup_adec63d7df210d872de69ea8971761cf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a1f9ac470012ad74fa2d41784440d1c3 = L.circleMarker(\n",
       "                [37.7092010462379, -122.434609280352],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_7704cb9771f8cd13896320d433b36637 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f2649c06e1e30c64954347b604dd416e = $(`&lt;div id=&quot;html_f2649c06e1e30c64954347b604dd416e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_7704cb9771f8cd13896320d433b36637.setContent(html_f2649c06e1e30c64954347b604dd416e);\n",
       "        \n",
       "\n",
       "        circle_marker_a1f9ac470012ad74fa2d41784440d1c3.bindPopup(popup_7704cb9771f8cd13896320d433b36637)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3dff45b969d133ce2fec32c6eb9f9cee = L.circleMarker(\n",
       "                [37.7879209375533, -122.410882825551],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_7bc1d55ffcb574303f049e1969a5c259 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8244d108cb84dd420893c5b38b672901 = $(`&lt;div id=&quot;html_8244d108cb84dd420893c5b38b672901&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_7bc1d55ffcb574303f049e1969a5c259.setContent(html_8244d108cb84dd420893c5b38b672901);\n",
       "        \n",
       "\n",
       "        circle_marker_3dff45b969d133ce2fec32c6eb9f9cee.bindPopup(popup_7bc1d55ffcb574303f049e1969a5c259)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_58d5ea3cbdaf16f154b0951575e29e35 = L.circleMarker(\n",
       "                [37.8004566471039, -122.401432754722],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_44269fcd6405271b88c7c1fad8deafd3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_9472d92c187af0c692c5ed5c83b7a44a = $(`&lt;div id=&quot;html_9472d92c187af0c692c5ed5c83b7a44a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_44269fcd6405271b88c7c1fad8deafd3.setContent(html_9472d92c187af0c692c5ed5c83b7a44a);\n",
       "        \n",
       "\n",
       "        circle_marker_58d5ea3cbdaf16f154b0951575e29e35.bindPopup(popup_44269fcd6405271b88c7c1fad8deafd3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0411cefaefddbf9f46562af19f9e1d4e = L.circleMarker(\n",
       "                [37.7435550542265, -122.421128029505],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_4f73bc58760260ec6429c7c752358749 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_2fc508829e3a97099b066d77b0de0ba7 = $(`&lt;div id=&quot;html_2fc508829e3a97099b066d77b0de0ba7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_4f73bc58760260ec6429c7c752358749.setContent(html_2fc508829e3a97099b066d77b0de0ba7);\n",
       "        \n",
       "\n",
       "        circle_marker_0411cefaefddbf9f46562af19f9e1d4e.bindPopup(popup_4f73bc58760260ec6429c7c752358749)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7a70e61b5d77345e8c890e6d07dd35f4 = L.circleMarker(\n",
       "                [37.7865647607685, -122.407244087032],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_5764cf4804bd8e033b8377835855e6e0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_40919cab17f7acda286b20243f30be3d = $(`&lt;div id=&quot;html_40919cab17f7acda286b20243f30be3d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_5764cf4804bd8e033b8377835855e6e0.setContent(html_40919cab17f7acda286b20243f30be3d);\n",
       "        \n",
       "\n",
       "        circle_marker_7a70e61b5d77345e8c890e6d07dd35f4.bindPopup(popup_5764cf4804bd8e033b8377835855e6e0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bf88cb23b45acc8a9e4199d1bbf7cbdf = L.circleMarker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_3fdf080eeec09398b38f928aa5558deb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4dd93e1a239dc03b75f345340ed3891d = $(`&lt;div id=&quot;html_4dd93e1a239dc03b75f345340ed3891d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;RECOVERED VEHICLE&lt;/div&gt;`)[0];\n",
       "            popup_3fdf080eeec09398b38f928aa5558deb.setContent(html_4dd93e1a239dc03b75f345340ed3891d);\n",
       "        \n",
       "\n",
       "        circle_marker_bf88cb23b45acc8a9e4199d1bbf7cbdf.bindPopup(popup_3fdf080eeec09398b38f928aa5558deb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ff18a96f938cf87a565cb826840747bb = L.circleMarker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_825d50a53e3645bfa43c73775b991cc3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_9300e7fea5aee9c96f38310e989b323f = $(`&lt;div id=&quot;html_9300e7fea5aee9c96f38310e989b323f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_825d50a53e3645bfa43c73775b991cc3.setContent(html_9300e7fea5aee9c96f38310e989b323f);\n",
       "        \n",
       "\n",
       "        circle_marker_ff18a96f938cf87a565cb826840747bb.bindPopup(popup_825d50a53e3645bfa43c73775b991cc3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_bee7463bf9ad7e80a73ba292fa0dcc56 = L.circleMarker(\n",
       "                [37.7441927508932, -122.444685482273],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_9210470fdc7d4982081b90167429fbc0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5e5fedfa7b2dbaac7fbbcea81128b5ee = $(`&lt;div id=&quot;html_5e5fedfa7b2dbaac7fbbcea81128b5ee&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_9210470fdc7d4982081b90167429fbc0.setContent(html_5e5fedfa7b2dbaac7fbbcea81128b5ee);\n",
       "        \n",
       "\n",
       "        circle_marker_bee7463bf9ad7e80a73ba292fa0dcc56.bindPopup(popup_9210470fdc7d4982081b90167429fbc0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_1cd06a7b60709d77bab0d69044bf6786 = L.circleMarker(\n",
       "                [37.7754692820041, -122.415757039196],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_4990853877b6ed81582353a91ab7ffd4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3dd9e993eab01a08d921f4244e619376 = $(`&lt;div id=&quot;html_3dd9e993eab01a08d921f4244e619376&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_4990853877b6ed81582353a91ab7ffd4.setContent(html_3dd9e993eab01a08d921f4244e619376);\n",
       "        \n",
       "\n",
       "        circle_marker_1cd06a7b60709d77bab0d69044bf6786.bindPopup(popup_4990853877b6ed81582353a91ab7ffd4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4555ff3a9958c7c66679e6453afb6d8e = L.circleMarker(\n",
       "                [37.7285280627465, -122.475647460786],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_a44cf9afaca7c50fc6dd84873d818b7a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8d70aed3c77167c7ff2b232c1c873c7a = $(`&lt;div id=&quot;html_8d70aed3c77167c7ff2b232c1c873c7a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_a44cf9afaca7c50fc6dd84873d818b7a.setContent(html_8d70aed3c77167c7ff2b232c1c873c7a);\n",
       "        \n",
       "\n",
       "        circle_marker_4555ff3a9958c7c66679e6453afb6d8e.bindPopup(popup_a44cf9afaca7c50fc6dd84873d818b7a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5312d7d36f46d00090f1ad0a513579fd = L.circleMarker(\n",
       "                [37.7428517374449, -122.420967440564],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_850b06e00aadc5e03d337bef99cc5cc4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4489d319e51c4af48ae88de0ec3d15a2 = $(`&lt;div id=&quot;html_4489d319e51c4af48ae88de0ec3d15a2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_850b06e00aadc5e03d337bef99cc5cc4.setContent(html_4489d319e51c4af48ae88de0ec3d15a2);\n",
       "        \n",
       "\n",
       "        circle_marker_5312d7d36f46d00090f1ad0a513579fd.bindPopup(popup_850b06e00aadc5e03d337bef99cc5cc4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4382bd273860277b8bc2986f9b81bded = L.circleMarker(\n",
       "                [37.7821198488931, -122.415669661443],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_60b34ec20e18a56df2c69d2d16351aeb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4ecc9b8c5affe3bfe3f9fbcfcf45681f = $(`&lt;div id=&quot;html_4ecc9b8c5affe3bfe3f9fbcfcf45681f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_60b34ec20e18a56df2c69d2d16351aeb.setContent(html_4ecc9b8c5affe3bfe3f9fbcfcf45681f);\n",
       "        \n",
       "\n",
       "        circle_marker_4382bd273860277b8bc2986f9b81bded.bindPopup(popup_60b34ec20e18a56df2c69d2d16351aeb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8ad73fb52deb77da57da96acc4db0630 = L.circleMarker(\n",
       "                [37.7791674218963, -122.406346425632],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_2986091d3224eda6458722583b514989 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_acb7f21d486bc08f38c21dd6ea03b899 = $(`&lt;div id=&quot;html_acb7f21d486bc08f38c21dd6ea03b899&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_2986091d3224eda6458722583b514989.setContent(html_acb7f21d486bc08f38c21dd6ea03b899);\n",
       "        \n",
       "\n",
       "        circle_marker_8ad73fb52deb77da57da96acc4db0630.bindPopup(popup_2986091d3224eda6458722583b514989)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b9301a5cc6c75f1dc34c5ea15f097e60 = L.circleMarker(\n",
       "                [37.7657184395282, -122.409529913278],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8790a23b08198f2a30ffa1f2454757b5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3ddc88872aff5fe08a3709d71890a190 = $(`&lt;div id=&quot;html_3ddc88872aff5fe08a3709d71890a190&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_8790a23b08198f2a30ffa1f2454757b5.setContent(html_3ddc88872aff5fe08a3709d71890a190);\n",
       "        \n",
       "\n",
       "        circle_marker_b9301a5cc6c75f1dc34c5ea15f097e60.bindPopup(popup_8790a23b08198f2a30ffa1f2454757b5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fc8ea27f4cbbb6a7c14939d4c18cba80 = L.circleMarker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_b45c6556ce51af9f32d9e5c739be9075 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7856cb0131c7ef0ade60e243a0110e94 = $(`&lt;div id=&quot;html_7856cb0131c7ef0ade60e243a0110e94&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_b45c6556ce51af9f32d9e5c739be9075.setContent(html_7856cb0131c7ef0ade60e243a0110e94);\n",
       "        \n",
       "\n",
       "        circle_marker_fc8ea27f4cbbb6a7c14939d4c18cba80.bindPopup(popup_b45c6556ce51af9f32d9e5c739be9075)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2fc0efdcbab9643fac3129a0bb587e30 = L.circleMarker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_9d2000ec6fbdb59e3074fb16f815e5f0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fd24bdb2f5dc4fc21223efaf1d746128 = $(`&lt;div id=&quot;html_fd24bdb2f5dc4fc21223efaf1d746128&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_9d2000ec6fbdb59e3074fb16f815e5f0.setContent(html_fd24bdb2f5dc4fc21223efaf1d746128);\n",
       "        \n",
       "\n",
       "        circle_marker_2fc0efdcbab9643fac3129a0bb587e30.bindPopup(popup_9d2000ec6fbdb59e3074fb16f815e5f0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_8683c3335bab77635f0951f5f06da1f4 = L.circleMarker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_a4b4f2c6329fa499bf12a8d8e14fb23d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_aee69b83fdae7aba5fdbda6c9624bb66 = $(`&lt;div id=&quot;html_aee69b83fdae7aba5fdbda6c9624bb66&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ARSON&lt;/div&gt;`)[0];\n",
       "            popup_a4b4f2c6329fa499bf12a8d8e14fb23d.setContent(html_aee69b83fdae7aba5fdbda6c9624bb66);\n",
       "        \n",
       "\n",
       "        circle_marker_8683c3335bab77635f0951f5f06da1f4.bindPopup(popup_a4b4f2c6329fa499bf12a8d8e14fb23d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5ce403686cab3bdf3777fb34a8a09cb3 = L.circleMarker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_1b2464cdbbbca58dbecb4691c83c7076 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_607a978a2057bb75baf9f98b3d2884aa = $(`&lt;div id=&quot;html_607a978a2057bb75baf9f98b3d2884aa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_1b2464cdbbbca58dbecb4691c83c7076.setContent(html_607a978a2057bb75baf9f98b3d2884aa);\n",
       "        \n",
       "\n",
       "        circle_marker_5ce403686cab3bdf3777fb34a8a09cb3.bindPopup(popup_1b2464cdbbbca58dbecb4691c83c7076)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c182d937332dfda106f3fee6e6c132bb = L.circleMarker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_86a2549a5dac9dd69750c10e80203e56 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_6204a0a5614d98a1608d7780cd6f0284 = $(`&lt;div id=&quot;html_6204a0a5614d98a1608d7780cd6f0284&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_86a2549a5dac9dd69750c10e80203e56.setContent(html_6204a0a5614d98a1608d7780cd6f0284);\n",
       "        \n",
       "\n",
       "        circle_marker_c182d937332dfda106f3fee6e6c132bb.bindPopup(popup_86a2549a5dac9dd69750c10e80203e56)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_70c243e248e2eb7c9402776e042431fe = L.circleMarker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_39318ab72101bc4267eb6fb74f0fe00b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_81ed9b0837c33161c24c58547b1449e3 = $(`&lt;div id=&quot;html_81ed9b0837c33161c24c58547b1449e3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_39318ab72101bc4267eb6fb74f0fe00b.setContent(html_81ed9b0837c33161c24c58547b1449e3);\n",
       "        \n",
       "\n",
       "        circle_marker_70c243e248e2eb7c9402776e042431fe.bindPopup(popup_39318ab72101bc4267eb6fb74f0fe00b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_790896c93ea393a585d305fc6ebf336c = L.circleMarker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_e63aca1cef7625e02782a2b8e91a8c7c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4293c7537e9deb85749fd88e08e78d25 = $(`&lt;div id=&quot;html_4293c7537e9deb85749fd88e08e78d25&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_e63aca1cef7625e02782a2b8e91a8c7c.setContent(html_4293c7537e9deb85749fd88e08e78d25);\n",
       "        \n",
       "\n",
       "        circle_marker_790896c93ea393a585d305fc6ebf336c.bindPopup(popup_e63aca1cef7625e02782a2b8e91a8c7c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6b6d494ed3922177aea9c0024d13628c = L.circleMarker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_04a128eb0f7ac00c4ae1b75dce2be32b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7a11876a65b0cb4faacebddbc6949005 = $(`&lt;div id=&quot;html_7a11876a65b0cb4faacebddbc6949005&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_04a128eb0f7ac00c4ae1b75dce2be32b.setContent(html_7a11876a65b0cb4faacebddbc6949005);\n",
       "        \n",
       "\n",
       "        circle_marker_6b6d494ed3922177aea9c0024d13628c.bindPopup(popup_04a128eb0f7ac00c4ae1b75dce2be32b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_802d73a9fb5c0b8aacfe0b1c669a52de = L.circleMarker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_6b2c0471752814671d02cd1ac07d8ac0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7000f6ad19f963771169665bc4ea5480 = $(`&lt;div id=&quot;html_7000f6ad19f963771169665bc4ea5480&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_6b2c0471752814671d02cd1ac07d8ac0.setContent(html_7000f6ad19f963771169665bc4ea5480);\n",
       "        \n",
       "\n",
       "        circle_marker_802d73a9fb5c0b8aacfe0b1c669a52de.bindPopup(popup_6b2c0471752814671d02cd1ac07d8ac0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c5ad84ea369a98cb312a47c8fab9636b = L.circleMarker(\n",
       "                [37.7775118895695, -122.418045452768],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_4bc61dd7bd5046a6b81979ab25229fd5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_69c30c9112f22266e3705efa41347a72 = $(`&lt;div id=&quot;html_69c30c9112f22266e3705efa41347a72&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_4bc61dd7bd5046a6b81979ab25229fd5.setContent(html_69c30c9112f22266e3705efa41347a72);\n",
       "        \n",
       "\n",
       "        circle_marker_c5ad84ea369a98cb312a47c8fab9636b.bindPopup(popup_4bc61dd7bd5046a6b81979ab25229fd5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_32d248bb1692bf559e7fbad84dca2089 = L.circleMarker(\n",
       "                [37.7820238478975, -122.401161555602],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_6d0fa8344e6c249873a0d646dce5744a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ba7b0026e91ee8795bbe94be0810e967 = $(`&lt;div id=&quot;html_ba7b0026e91ee8795bbe94be0810e967&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_6d0fa8344e6c249873a0d646dce5744a.setContent(html_ba7b0026e91ee8795bbe94be0810e967);\n",
       "        \n",
       "\n",
       "        circle_marker_32d248bb1692bf559e7fbad84dca2089.bindPopup(popup_6d0fa8344e6c249873a0d646dce5744a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3390c9cfedbbe4d334783362882b8feb = L.circleMarker(\n",
       "                [37.72700531963, -122.403408669191],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_09618d833137bf867475cca8c19a26bd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8e130efbda52d4ee62068521fe298317 = $(`&lt;div id=&quot;html_8e130efbda52d4ee62068521fe298317&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_09618d833137bf867475cca8c19a26bd.setContent(html_8e130efbda52d4ee62068521fe298317);\n",
       "        \n",
       "\n",
       "        circle_marker_3390c9cfedbbe4d334783362882b8feb.bindPopup(popup_09618d833137bf867475cca8c19a26bd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5a03e44d79f88d5040a077926c01c837 = L.circleMarker(\n",
       "                [37.7838344374141, -122.412930522059],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_5280911e8b0a8fb0fa7adc5144fb66ad = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b7bc86da885c6ee3bad0bda36bef4e0f = $(`&lt;div id=&quot;html_b7bc86da885c6ee3bad0bda36bef4e0f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_5280911e8b0a8fb0fa7adc5144fb66ad.setContent(html_b7bc86da885c6ee3bad0bda36bef4e0f);\n",
       "        \n",
       "\n",
       "        circle_marker_5a03e44d79f88d5040a077926c01c837.bindPopup(popup_5280911e8b0a8fb0fa7adc5144fb66ad)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_78733d462b42123c4c1cf1c3a21fed17 = L.circleMarker(\n",
       "                [37.7530186537446, -122.418587172219],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_34fef7eab160cccc73ecfc381eff2113 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_30354937dbea9c7f6d1cd118b71a867b = $(`&lt;div id=&quot;html_30354937dbea9c7f6d1cd118b71a867b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_34fef7eab160cccc73ecfc381eff2113.setContent(html_30354937dbea9c7f6d1cd118b71a867b);\n",
       "        \n",
       "\n",
       "        circle_marker_78733d462b42123c4c1cf1c3a21fed17.bindPopup(popup_34fef7eab160cccc73ecfc381eff2113)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_36015c0650e43ab2e0cc1cde573e0b22 = L.circleMarker(\n",
       "                [37.7740418385041, -122.414370627495],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_9c373693ed57ae266d144ac1e7107565 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_58b056d2084b0308810e4c9f9a3e594d = $(`&lt;div id=&quot;html_58b056d2084b0308810e4c9f9a3e594d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;FRAUD&lt;/div&gt;`)[0];\n",
       "            popup_9c373693ed57ae266d144ac1e7107565.setContent(html_58b056d2084b0308810e4c9f9a3e594d);\n",
       "        \n",
       "\n",
       "        circle_marker_36015c0650e43ab2e0cc1cde573e0b22.bindPopup(popup_9c373693ed57ae266d144ac1e7107565)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_598032a863f154854c35bc56d6196e25 = L.circleMarker(\n",
       "                [37.790538993725, -122.403915681571],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_21114505ae47b64102947fd074d34a97 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_23067a07e60a72a2ff595047b4270272 = $(`&lt;div id=&quot;html_23067a07e60a72a2ff595047b4270272&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_21114505ae47b64102947fd074d34a97.setContent(html_23067a07e60a72a2ff595047b4270272);\n",
       "        \n",
       "\n",
       "        circle_marker_598032a863f154854c35bc56d6196e25.bindPopup(popup_21114505ae47b64102947fd074d34a97)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_75699b3d7ed859a31cce9e73bb704b7b = L.circleMarker(\n",
       "                [37.7830998244592, -122.419183096362],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_f54ce69de8d59b1da89ad2f0de2f0c4d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_38def8d163cab1c9500a1ca85c987d5a = $(`&lt;div id=&quot;html_38def8d163cab1c9500a1ca85c987d5a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_f54ce69de8d59b1da89ad2f0de2f0c4d.setContent(html_38def8d163cab1c9500a1ca85c987d5a);\n",
       "        \n",
       "\n",
       "        circle_marker_75699b3d7ed859a31cce9e73bb704b7b.bindPopup(popup_f54ce69de8d59b1da89ad2f0de2f0c4d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_d1eac07f72b08224197f3e2382b34627 = L.circleMarker(\n",
       "                [37.7407360548358, -122.388753046997],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_a4fc3222bbd69c7efd0bf361b939e7f0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_aa0df6de2df405d50fd40fcb9596a9de = $(`&lt;div id=&quot;html_aa0df6de2df405d50fd40fcb9596a9de&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_a4fc3222bbd69c7efd0bf361b939e7f0.setContent(html_aa0df6de2df405d50fd40fcb9596a9de);\n",
       "        \n",
       "\n",
       "        circle_marker_d1eac07f72b08224197f3e2382b34627.bindPopup(popup_a4fc3222bbd69c7efd0bf361b939e7f0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5498b96d73cfafaed6829344d2c64392 = L.circleMarker(\n",
       "                [37.7749912944366, -122.437799703468],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_b84f02d478efce78adbd08e163bb296a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ca5cdba571caa759811951894c804941 = $(`&lt;div id=&quot;html_ca5cdba571caa759811951894c804941&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_b84f02d478efce78adbd08e163bb296a.setContent(html_ca5cdba571caa759811951894c804941);\n",
       "        \n",
       "\n",
       "        circle_marker_5498b96d73cfafaed6829344d2c64392.bindPopup(popup_b84f02d478efce78adbd08e163bb296a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7ef191a8a1a4448685df194c012ac2fd = L.circleMarker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_c5c909854ba188e4f8456ef76d0ab8e2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b4268908041feb008fa90031856f83a3 = $(`&lt;div id=&quot;html_b4268908041feb008fa90031856f83a3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_c5c909854ba188e4f8456ef76d0ab8e2.setContent(html_b4268908041feb008fa90031856f83a3);\n",
       "        \n",
       "\n",
       "        circle_marker_7ef191a8a1a4448685df194c012ac2fd.bindPopup(popup_c5c909854ba188e4f8456ef76d0ab8e2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6c2256d14e1772c432a5a34ff8fc7cb3 = L.circleMarker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_a53ea5baa1bf9b516ab2a0f11b3a8177 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5e7a53a3602c1320383d71f99dbf6938 = $(`&lt;div id=&quot;html_5e7a53a3602c1320383d71f99dbf6938&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_a53ea5baa1bf9b516ab2a0f11b3a8177.setContent(html_5e7a53a3602c1320383d71f99dbf6938);\n",
       "        \n",
       "\n",
       "        circle_marker_6c2256d14e1772c432a5a34ff8fc7cb3.bindPopup(popup_a53ea5baa1bf9b516ab2a0f11b3a8177)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_72c16080aa0a29ec80125c7140292920 = L.circleMarker(\n",
       "                [37.7822458223917, -122.446612978839],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8ce75010cbd5eb9342ff16b7b821e2e7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_cfc8b5b9384332419c0ca5a45f807fca = $(`&lt;div id=&quot;html_cfc8b5b9384332419c0ca5a45f807fca&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_8ce75010cbd5eb9342ff16b7b821e2e7.setContent(html_cfc8b5b9384332419c0ca5a45f807fca);\n",
       "        \n",
       "\n",
       "        circle_marker_72c16080aa0a29ec80125c7140292920.bindPopup(popup_8ce75010cbd5eb9342ff16b7b821e2e7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3d475b4b28442ea9713ddd51a805c05e = L.circleMarker(\n",
       "                [37.7300379995128, -122.404594140634],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_d6f289b9df3974deafcd78c21cc6f546 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_0de90e265184db908614555a8e6d7ce8 = $(`&lt;div id=&quot;html_0de90e265184db908614555a8e6d7ce8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_d6f289b9df3974deafcd78c21cc6f546.setContent(html_0de90e265184db908614555a8e6d7ce8);\n",
       "        \n",
       "\n",
       "        circle_marker_3d475b4b28442ea9713ddd51a805c05e.bindPopup(popup_d6f289b9df3974deafcd78c21cc6f546)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a99495a49146474128975ea863517b7b = L.circleMarker(\n",
       "                [37.7953338267436, -122.397373740066],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8311086323969c3ab2d31292c58dd18c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_008f2749678eab00289aac15361655c9 = $(`&lt;div id=&quot;html_008f2749678eab00289aac15361655c9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_8311086323969c3ab2d31292c58dd18c.setContent(html_008f2749678eab00289aac15361655c9);\n",
       "        \n",
       "\n",
       "        circle_marker_a99495a49146474128975ea863517b7b.bindPopup(popup_8311086323969c3ab2d31292c58dd18c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cdc6d2d6b68b1cd25d839b21e1f74b46 = L.circleMarker(\n",
       "                [37.7875158741623, -122.407434989523],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_6856564da62a86b095e6b82277852f6d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a5521bfa0889502cf1c56430eaf318ef = $(`&lt;div id=&quot;html_a5521bfa0889502cf1c56430eaf318ef&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_6856564da62a86b095e6b82277852f6d.setContent(html_a5521bfa0889502cf1c56430eaf318ef);\n",
       "        \n",
       "\n",
       "        circle_marker_cdc6d2d6b68b1cd25d839b21e1f74b46.bindPopup(popup_6856564da62a86b095e6b82277852f6d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_22db7307fbf848b252a05229aad9e932 = L.circleMarker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_bcbeb4e10b6be4cc5602ac5e80dd4af0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_328beae84e3633ea4f43abdff7a4e67d = $(`&lt;div id=&quot;html_328beae84e3633ea4f43abdff7a4e67d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;PROSTITUTION&lt;/div&gt;`)[0];\n",
       "            popup_bcbeb4e10b6be4cc5602ac5e80dd4af0.setContent(html_328beae84e3633ea4f43abdff7a4e67d);\n",
       "        \n",
       "\n",
       "        circle_marker_22db7307fbf848b252a05229aad9e932.bindPopup(popup_bcbeb4e10b6be4cc5602ac5e80dd4af0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4f7906c6295566eeb6d78bf442bff365 = L.circleMarker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_3db515c6a6f60ccccbac22bab5997e69 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8c5bd5ad5e77eaa84a3514add85fb7e2 = $(`&lt;div id=&quot;html_8c5bd5ad5e77eaa84a3514add85fb7e2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_3db515c6a6f60ccccbac22bab5997e69.setContent(html_8c5bd5ad5e77eaa84a3514add85fb7e2);\n",
       "        \n",
       "\n",
       "        circle_marker_4f7906c6295566eeb6d78bf442bff365.bindPopup(popup_3db515c6a6f60ccccbac22bab5997e69)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_66a4b711e05fbe44cf03127ef7ed5d37 = L.circleMarker(\n",
       "                [37.773291806903, -122.436614181331],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_9fb326b28b2d74c45485bc7d23dae679 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_49882cf6d0ad4c62a2217b3a8b240264 = $(`&lt;div id=&quot;html_49882cf6d0ad4c62a2217b3a8b240264&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_9fb326b28b2d74c45485bc7d23dae679.setContent(html_49882cf6d0ad4c62a2217b3a8b240264);\n",
       "        \n",
       "\n",
       "        circle_marker_66a4b711e05fbe44cf03127ef7ed5d37.bindPopup(popup_9fb326b28b2d74c45485bc7d23dae679)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_3349588217559f66f6e8785c0f3173f0 = L.circleMarker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_6df33ea8936ee608a8c992d8b9fd2b6c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3dae73a08a7c345ad73425850fecb0bf = $(`&lt;div id=&quot;html_3dae73a08a7c345ad73425850fecb0bf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_6df33ea8936ee608a8c992d8b9fd2b6c.setContent(html_3dae73a08a7c345ad73425850fecb0bf);\n",
       "        \n",
       "\n",
       "        circle_marker_3349588217559f66f6e8785c0f3173f0.bindPopup(popup_6df33ea8936ee608a8c992d8b9fd2b6c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dc5cec09cb3ae28f8b7f13eeffb80fea = L.circleMarker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_fd12702092288e645078c04e1d80990c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_99f8a355c2b4a1afbc55b628ac9262df = $(`&lt;div id=&quot;html_99f8a355c2b4a1afbc55b628ac9262df&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_fd12702092288e645078c04e1d80990c.setContent(html_99f8a355c2b4a1afbc55b628ac9262df);\n",
       "        \n",
       "\n",
       "        circle_marker_dc5cec09cb3ae28f8b7f13eeffb80fea.bindPopup(popup_fd12702092288e645078c04e1d80990c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b7fd453bd4f22acf55ca66e529a68bb6 = L.circleMarker(\n",
       "                [37.7284180706602, -122.450000790445],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_697fbf3bf45b4a92bb4a37b799157286 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_650d8a2f2867e87f494188c4c1ae299d = $(`&lt;div id=&quot;html_650d8a2f2867e87f494188c4c1ae299d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_697fbf3bf45b4a92bb4a37b799157286.setContent(html_650d8a2f2867e87f494188c4c1ae299d);\n",
       "        \n",
       "\n",
       "        circle_marker_b7fd453bd4f22acf55ca66e529a68bb6.bindPopup(popup_697fbf3bf45b4a92bb4a37b799157286)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_921b8836144b32f633a64a0a4fdfdd70 = L.circleMarker(\n",
       "                [37.7292114647359, -122.400834283031],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8782d67001cfb556e7a5a54b44357a92 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fd83d4981d7fc2c12c50c6d679f2ff87 = $(`&lt;div id=&quot;html_fd83d4981d7fc2c12c50c6d679f2ff87&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_8782d67001cfb556e7a5a54b44357a92.setContent(html_fd83d4981d7fc2c12c50c6d679f2ff87);\n",
       "        \n",
       "\n",
       "        circle_marker_921b8836144b32f633a64a0a4fdfdd70.bindPopup(popup_8782d67001cfb556e7a5a54b44357a92)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_e5a181e0010bba50cf98c29ba926a59b = L.circleMarker(\n",
       "                [37.7880065324392, -122.399802145799],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_4a4e26e89bfd323678232d470799211b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d1017420f2c993270404f7ce8911b337 = $(`&lt;div id=&quot;html_d1017420f2c993270404f7ce8911b337&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_4a4e26e89bfd323678232d470799211b.setContent(html_d1017420f2c993270404f7ce8911b337);\n",
       "        \n",
       "\n",
       "        circle_marker_e5a181e0010bba50cf98c29ba926a59b.bindPopup(popup_4a4e26e89bfd323678232d470799211b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_2be232c48d40e2f0e16b23ef2cd10a4c = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_7587624450dabbc2c9653d913e998213 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ff8dc3896de428b152b5ad86a68cd60f = $(`&lt;div id=&quot;html_ff8dc3896de428b152b5ad86a68cd60f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SECONDARY CODES&lt;/div&gt;`)[0];\n",
       "            popup_7587624450dabbc2c9653d913e998213.setContent(html_ff8dc3896de428b152b5ad86a68cd60f);\n",
       "        \n",
       "\n",
       "        circle_marker_2be232c48d40e2f0e16b23ef2cd10a4c.bindPopup(popup_7587624450dabbc2c9653d913e998213)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_aee1d447ae621bf9a40ac0bbd9898061 = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_7df0fc4e01c960736d38c68a5c5f7be3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ce751f23a35ea62e2a77070e2ff5fc74 = $(`&lt;div id=&quot;html_ce751f23a35ea62e2a77070e2ff5fc74&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SUSPICIOUS OCC&lt;/div&gt;`)[0];\n",
       "            popup_7df0fc4e01c960736d38c68a5c5f7be3.setContent(html_ce751f23a35ea62e2a77070e2ff5fc74);\n",
       "        \n",
       "\n",
       "        circle_marker_aee1d447ae621bf9a40ac0bbd9898061.bindPopup(popup_7df0fc4e01c960736d38c68a5c5f7be3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6a7991aac5f7c56474ef56824b6e7428 = L.circleMarker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_5b526bc3830edacdcdae56e8910ef05a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b1fa368d405213e90df2c7196d6ac34e = $(`&lt;div id=&quot;html_b1fa368d405213e90df2c7196d6ac34e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_5b526bc3830edacdcdae56e8910ef05a.setContent(html_b1fa368d405213e90df2c7196d6ac34e);\n",
       "        \n",
       "\n",
       "        circle_marker_6a7991aac5f7c56474ef56824b6e7428.bindPopup(popup_5b526bc3830edacdcdae56e8910ef05a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5e92f34c2d955435cb688a4d354653af = L.circleMarker(\n",
       "                [37.7883235449904, -122.41185703254],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8e80655837dffc96b2b57f71e06fe662 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b80bd1d89e03dad05a5883e9baa871cf = $(`&lt;div id=&quot;html_b80bd1d89e03dad05a5883e9baa871cf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_8e80655837dffc96b2b57f71e06fe662.setContent(html_b80bd1d89e03dad05a5883e9baa871cf);\n",
       "        \n",
       "\n",
       "        circle_marker_5e92f34c2d955435cb688a4d354653af.bindPopup(popup_8e80655837dffc96b2b57f71e06fe662)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_0e494ffd2e3484e86a40dad03bdd14b3 = L.circleMarker(\n",
       "                [37.7559977339856, -122.409435617106],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_f1c0be9192cff04b26e36042720df90e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4fea2fe813b849043d275087a7136106 = $(`&lt;div id=&quot;html_4fea2fe813b849043d275087a7136106&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_f1c0be9192cff04b26e36042720df90e.setContent(html_4fea2fe813b849043d275087a7136106);\n",
       "        \n",
       "\n",
       "        circle_marker_0e494ffd2e3484e86a40dad03bdd14b3.bindPopup(popup_f1c0be9192cff04b26e36042720df90e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_49d91cda54166e66fffea1e19879ebae = L.circleMarker(\n",
       "                [37.7870798144443, -122.425883358148],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_5370a59dd59cc9fbd320dccab08d91b8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7c8e4f66150c26dc41a9096bc19cd753 = $(`&lt;div id=&quot;html_7c8e4f66150c26dc41a9096bc19cd753&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_5370a59dd59cc9fbd320dccab08d91b8.setContent(html_7c8e4f66150c26dc41a9096bc19cd753);\n",
       "        \n",
       "\n",
       "        circle_marker_49d91cda54166e66fffea1e19879ebae.bindPopup(popup_5370a59dd59cc9fbd320dccab08d91b8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_7be2ff76e2483a79d8872d004b434b44 = L.circleMarker(\n",
       "                [37.7360374466862, -122.415126543001],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_8175fd293f1e7097c02bc061eb004fd7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a5fae8c98231df1fe470b2cc3b7e82c0 = $(`&lt;div id=&quot;html_a5fae8c98231df1fe470b2cc3b7e82c0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_8175fd293f1e7097c02bc061eb004fd7.setContent(html_a5fae8c98231df1fe470b2cc3b7e82c0);\n",
       "        \n",
       "\n",
       "        circle_marker_7be2ff76e2483a79d8872d004b434b44.bindPopup(popup_8175fd293f1e7097c02bc061eb004fd7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_992a8cbde10131ab8e89efab04ad53cc = L.circleMarker(\n",
       "                [37.712767884821, -122.431928011089],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_01430afdab8e5b4f48f04950616773f4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_2599b57b1b6812bbce0b3326245905b8 = $(`&lt;div id=&quot;html_2599b57b1b6812bbce0b3326245905b8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_01430afdab8e5b4f48f04950616773f4.setContent(html_2599b57b1b6812bbce0b3326245905b8);\n",
       "        \n",
       "\n",
       "        circle_marker_992a8cbde10131ab8e89efab04ad53cc.bindPopup(popup_01430afdab8e5b4f48f04950616773f4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_b1f307c6ecd1907626baf0d83daea2d2 = L.circleMarker(\n",
       "                [37.7895710255863, -122.402163713618],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_e44cb4c86b2ae2381f9b3efa64b8c991 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_05a499acf15d28b2ad9f597348967269 = $(`&lt;div id=&quot;html_05a499acf15d28b2ad9f597348967269&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUNKENNESS&lt;/div&gt;`)[0];\n",
       "            popup_e44cb4c86b2ae2381f9b3efa64b8c991.setContent(html_05a499acf15d28b2ad9f597348967269);\n",
       "        \n",
       "\n",
       "        circle_marker_b1f307c6ecd1907626baf0d83daea2d2.bindPopup(popup_e44cb4c86b2ae2381f9b3efa64b8c991)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a4287205b9787272d2d6a47bef0584fa = L.circleMarker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_e1b15b71a25f5fc1d508c5ec71154734 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ef3f6e3723b28354e1fb2e4e5fd2e9ef = $(`&lt;div id=&quot;html_ef3f6e3723b28354e1fb2e4e5fd2e9ef&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_e1b15b71a25f5fc1d508c5ec71154734.setContent(html_ef3f6e3723b28354e1fb2e4e5fd2e9ef);\n",
       "        \n",
       "\n",
       "        circle_marker_a4287205b9787272d2d6a47bef0584fa.bindPopup(popup_e1b15b71a25f5fc1d508c5ec71154734)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_ccf42d28f5640525918b63588378ead5 = L.circleMarker(\n",
       "                [37.7838365565348, -122.413790972781],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_c4be90920ac859a6212b23e0fc628c4a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e35bd3bfaff8eb57acc3e8cf133a4202 = $(`&lt;div id=&quot;html_e35bd3bfaff8eb57acc3e8cf133a4202&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_c4be90920ac859a6212b23e0fc628c4a.setContent(html_e35bd3bfaff8eb57acc3e8cf133a4202);\n",
       "        \n",
       "\n",
       "        circle_marker_ccf42d28f5640525918b63588378ead5.bindPopup(popup_c4be90920ac859a6212b23e0fc628c4a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_a1c3791c9c321c146cff50b20f53f9e3 = L.circleMarker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_910989c5601b16ccdfd089223bd3ab56 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_366ee073cb49b7f2703e7d75f181425f = $(`&lt;div id=&quot;html_366ee073cb49b7f2703e7d75f181425f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_910989c5601b16ccdfd089223bd3ab56.setContent(html_366ee073cb49b7f2703e7d75f181425f);\n",
       "        \n",
       "\n",
       "        circle_marker_a1c3791c9c321c146cff50b20f53f9e3.bindPopup(popup_910989c5601b16ccdfd089223bd3ab56)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_cb921d5d2493065fd79a27960ab44b4c = L.circleMarker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_9bb385a6d2bcbff59fff67a5f08ce2ac = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_80070cadda9999c84adc47d660a9a17c = $(`&lt;div id=&quot;html_80070cadda9999c84adc47d660a9a17c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SECONDARY CODES&lt;/div&gt;`)[0];\n",
       "            popup_9bb385a6d2bcbff59fff67a5f08ce2ac.setContent(html_80070cadda9999c84adc47d660a9a17c);\n",
       "        \n",
       "\n",
       "        circle_marker_cb921d5d2493065fd79a27960ab44b4c.bindPopup(popup_9bb385a6d2bcbff59fff67a5f08ce2ac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_6d913e9f594438cfcf0ef045e4f8bb3b = L.circleMarker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_dacfc05d91fda4dff04e94a4b45250a1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_4af21e01abfaf4311339550a7617cb87 = $(`&lt;div id=&quot;html_4af21e01abfaf4311339550a7617cb87&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_dacfc05d91fda4dff04e94a4b45250a1.setContent(html_4af21e01abfaf4311339550a7617cb87);\n",
       "        \n",
       "\n",
       "        circle_marker_6d913e9f594438cfcf0ef045e4f8bb3b.bindPopup(popup_dacfc05d91fda4dff04e94a4b45250a1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_4b2160faa18ebcbc1d7f8fe0b27648bc = L.circleMarker(\n",
       "                [37.7859988323798, -122.411747371924],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_ca843c24a7edaf327dfa57a5b0c9c506 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3c924ca2fe34c1715968dad4db93225d = $(`&lt;div id=&quot;html_3c924ca2fe34c1715968dad4db93225d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SUSPICIOUS OCC&lt;/div&gt;`)[0];\n",
       "            popup_ca843c24a7edaf327dfa57a5b0c9c506.setContent(html_3c924ca2fe34c1715968dad4db93225d);\n",
       "        \n",
       "\n",
       "        circle_marker_4b2160faa18ebcbc1d7f8fe0b27648bc.bindPopup(popup_ca843c24a7edaf327dfa57a5b0c9c506)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_5c945daf6efa450a80f83111faed08a1 = L.circleMarker(\n",
       "                [37.7633758058059, -122.420434724553],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_ab63ffc8c46db6662c12dcb578ea5bac = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_0ac4a666c7ae0101c6883898f8f7d134 = $(`&lt;div id=&quot;html_0ac4a666c7ae0101c6883898f8f7d134&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_ab63ffc8c46db6662c12dcb578ea5bac.setContent(html_0ac4a666c7ae0101c6883898f8f7d134);\n",
       "        \n",
       "\n",
       "        circle_marker_5c945daf6efa450a80f83111faed08a1.bindPopup(popup_ab63ffc8c46db6662c12dcb578ea5bac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_140c9b151c9743d3090b591b5caf31be = L.circleMarker(\n",
       "                [37.7850226622786, -122.411987643595],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_93d1547d447bd3acbbaa43ce820d682c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ebe44692c83d64b9ea76901395d0113e = $(`&lt;div id=&quot;html_ebe44692c83d64b9ea76901395d0113e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_93d1547d447bd3acbbaa43ce820d682c.setContent(html_ebe44692c83d64b9ea76901395d0113e);\n",
       "        \n",
       "\n",
       "        circle_marker_140c9b151c9743d3090b591b5caf31be.bindPopup(popup_93d1547d447bd3acbbaa43ce820d682c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_dc7395c72ef3d78a6f0c6233da6ef12b = L.circleMarker(\n",
       "                [37.7746206491065, -122.500380427915],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_09f4157d2423b6949dd165a93f190322 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_42bdd44c092a6268519c29e8c659d3dc = $(`&lt;div id=&quot;html_42bdd44c092a6268519c29e8c659d3dc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_09f4157d2423b6949dd165a93f190322.setContent(html_42bdd44c092a6268519c29e8c659d3dc);\n",
       "        \n",
       "\n",
       "        circle_marker_dc7395c72ef3d78a6f0c6233da6ef12b.bindPopup(popup_09f4157d2423b6949dd165a93f190322)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_476d8d9ef485e0e249174b488ac0963d = L.circleMarker(\n",
       "                [37.7751918267217, -122.466558780683],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_2bf69b345383e1bff9faeed9b133c330 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_68f525402b6d015ca8b8c70f335d410f = $(`&lt;div id=&quot;html_68f525402b6d015ca8b8c70f335d410f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_2bf69b345383e1bff9faeed9b133c330.setContent(html_68f525402b6d015ca8b8c70f335d410f);\n",
       "        \n",
       "\n",
       "        circle_marker_476d8d9ef485e0e249174b488ac0963d.bindPopup(popup_2bf69b345383e1bff9faeed9b133c330)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fe9d0f95a2a83be40dffed43c689fd70 = L.circleMarker(\n",
       "                [37.7490841729028, -122.486925960114],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_6577d8ba5efae6e45ef5d455e632569c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a217755ab14f608f68e4722427845cde = $(`&lt;div id=&quot;html_a217755ab14f608f68e4722427845cde&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_6577d8ba5efae6e45ef5d455e632569c.setContent(html_a217755ab14f608f68e4722427845cde);\n",
       "        \n",
       "\n",
       "        circle_marker_fe9d0f95a2a83be40dffed43c689fd70.bindPopup(popup_6577d8ba5efae6e45ef5d455e632569c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_9c238f9381367399380a271b9e4eb77e = L.circleMarker(\n",
       "                [37.7685360123583, -122.41561633832],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_13e01ba8cf9527d2e72f9b88b432b7f1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5af23b62b5e7a1da5e06474dad44974a = $(`&lt;div id=&quot;html_5af23b62b5e7a1da5e06474dad44974a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_13e01ba8cf9527d2e72f9b88b432b7f1.setContent(html_5af23b62b5e7a1da5e06474dad44974a);\n",
       "        \n",
       "\n",
       "        circle_marker_9c238f9381367399380a271b9e4eb77e.bindPopup(popup_13e01ba8cf9527d2e72f9b88b432b7f1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_599092b5ebb0196173e1b3ea3c3e0337 = L.circleMarker(\n",
       "                [37.7644297714074, -122.449751652563],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_e9a4667936be3ccecbb44352ffe118a5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_25491c734ac51725f00b1a5fbc05d0c9 = $(`&lt;div id=&quot;html_25491c734ac51725f00b1a5fbc05d0c9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_e9a4667936be3ccecbb44352ffe118a5.setContent(html_25491c734ac51725f00b1a5fbc05d0c9);\n",
       "        \n",
       "\n",
       "        circle_marker_599092b5ebb0196173e1b3ea3c3e0337.bindPopup(popup_e9a4667936be3ccecbb44352ffe118a5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_fe15239f195d84c66ddc8d3dd614bcc0 = L.circleMarker(\n",
       "                [37.7644297714074, -122.449751652563],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_1440586b35c992d6c65d557cfd19f211 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_34c7cc26095cebf8a007af402ea1a5d7 = $(`&lt;div id=&quot;html_34c7cc26095cebf8a007af402ea1a5d7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_1440586b35c992d6c65d557cfd19f211.setContent(html_34c7cc26095cebf8a007af402ea1a5d7);\n",
       "        \n",
       "\n",
       "        circle_marker_fe15239f195d84c66ddc8d3dd614bcc0.bindPopup(popup_1440586b35c992d6c65d557cfd19f211)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var circle_marker_c60df5215dc4fb29756e2fbd6c7fa3ab = L.circleMarker(\n",
       "                [37.7352681469084, -122.472715759631],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;yellow&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: true, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.6, &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;: 5, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_afe2dabd8a525c5bd710e6496b1fa89d);\n",
       "        \n",
       "    \n",
       "        var popup_df8a9e49677136f66c12fd94f02b401f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_683ea6bcc08ab59f3fd3a6e273910ca9 = $(`&lt;div id=&quot;html_683ea6bcc08ab59f3fd3a6e273910ca9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_df8a9e49677136f66c12fd94f02b401f.setContent(html_683ea6bcc08ab59f3fd3a6e273910ca9);\n",
       "        \n",
       "\n",
       "        circle_marker_c60df5215dc4fb29756e2fbd6c7fa3ab.bindPopup(popup_df8a9e49677136f66c12fd94f02b401f)\n",
       "        ;\n",
       "\n",
       "        \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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50a3262d0>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map and display it\n",
    "sanfran_map = folium.Map(location=[latitude, longitude], zoom_start=12)\n",
    "\n",
    "# loop through the 100 crimes and add each to the map\n",
    "for lat, lng, label in zip(df_incidents.Y, df_incidents.X, df_incidents.Category):\n",
    "    folium.vector_layers.CircleMarker(\n",
    "        [lat, lng],\n",
    "        radius=5, # define how big you want the circle markers to be\n",
    "        color='yellow',\n",
    "        fill=True,\n",
    "        popup=label,\n",
    "        fill_color='blue',\n",
    "        fill_opacity=0.6\n",
    "    ).add_to(sanfran_map)\n",
    "\n",
    "# show map\n",
    "sanfran_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The other proper remedy is to group the markers into different clusters. Each cluster is then represented by the number of crimes in each neighborhood. These clusters can be thought of as pockets of San Francisco which you can then analyze separately.\n",
    "\n",
    "To implement this, we start off by instantiating a *MarkerCluster* object and adding all the data points in the dataframe to this object.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.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@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.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://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css&quot;/&gt;\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",
       "    \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_6ae202810cbe4df6397ee70f4257e229 {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/1.1.0/leaflet.markercluster.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/1.1.0/MarkerCluster.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/1.1.0/MarkerCluster.Default.css&quot;/&gt;\n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_6ae202810cbe4df6397ee70f4257e229&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_6ae202810cbe4df6397ee70f4257e229 = L.map(\n",
       "                &quot;map_6ae202810cbe4df6397ee70f4257e229&quot;,\n",
       "                {\n",
       "                    center: [37.77, -122.42],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 12,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_17074a14c1241efa7e95b01d4cf891f6 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_6ae202810cbe4df6397ee70f4257e229);\n",
       "        \n",
       "    \n",
       "            var marker_cluster_81bf0e321040141fc7af627e8e2ef5f2 = L.markerClusterGroup(\n",
       "                {}\n",
       "            );\n",
       "            map_6ae202810cbe4df6397ee70f4257e229.addLayer(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "            var marker_545bc03ae16bcc319fe255e7f378e3f9 = L.marker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_b9d1d6ffd2623190224ebb2d9f884ddb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_08237bb133dcf9f11ede4e68f98e7aaf = $(`&lt;div id=&quot;html_08237bb133dcf9f11ede4e68f98e7aaf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WEAPON LAWS&lt;/div&gt;`)[0];\n",
       "            popup_b9d1d6ffd2623190224ebb2d9f884ddb.setContent(html_08237bb133dcf9f11ede4e68f98e7aaf);\n",
       "        \n",
       "\n",
       "        marker_545bc03ae16bcc319fe255e7f378e3f9.bindPopup(popup_b9d1d6ffd2623190224ebb2d9f884ddb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_abd5ad90d943220801cfe69595171e5b = L.marker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_fe6c57390c52eba938f0a6eeb8de96fa = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c310f0479cc9af79a3db4366ee7e3b2a = $(`&lt;div id=&quot;html_c310f0479cc9af79a3db4366ee7e3b2a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WEAPON LAWS&lt;/div&gt;`)[0];\n",
       "            popup_fe6c57390c52eba938f0a6eeb8de96fa.setContent(html_c310f0479cc9af79a3db4366ee7e3b2a);\n",
       "        \n",
       "\n",
       "        marker_abd5ad90d943220801cfe69595171e5b.bindPopup(popup_fe6c57390c52eba938f0a6eeb8de96fa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bece3566ba216906be6bb89721baea0d = L.marker(\n",
       "                [37.7299809672996, -122.388856204292],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_254531287a49b41e96b33a4ad3639161 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_da190b6864a2dc8df3130f0d2492d66b = $(`&lt;div id=&quot;html_da190b6864a2dc8df3130f0d2492d66b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_254531287a49b41e96b33a4ad3639161.setContent(html_da190b6864a2dc8df3130f0d2492d66b);\n",
       "        \n",
       "\n",
       "        marker_bece3566ba216906be6bb89721baea0d.bindPopup(popup_254531287a49b41e96b33a4ad3639161)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_00bf39c5038cd6e291a61f8a3f2fe516 = L.marker(\n",
       "                [37.7857883766888, -122.412970537591],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_255acec726d0f052a93b7093e95e3cab = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_64f72c3949a46aeb84c0d19ba00419df = $(`&lt;div id=&quot;html_64f72c3949a46aeb84c0d19ba00419df&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_255acec726d0f052a93b7093e95e3cab.setContent(html_64f72c3949a46aeb84c0d19ba00419df);\n",
       "        \n",
       "\n",
       "        marker_00bf39c5038cd6e291a61f8a3f2fe516.bindPopup(popup_255acec726d0f052a93b7093e95e3cab)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_656ad3ffdb68bf9cfd51e22e09d5fec6 = L.marker(\n",
       "                [37.7650501214668, -122.419671780296],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_b8c6c5e9a052333cf0ab1d42e3a1a97a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_afb0d829dbb794ea0ab483b485293050 = $(`&lt;div id=&quot;html_afb0d829dbb794ea0ab483b485293050&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_b8c6c5e9a052333cf0ab1d42e3a1a97a.setContent(html_afb0d829dbb794ea0ab483b485293050);\n",
       "        \n",
       "\n",
       "        marker_656ad3ffdb68bf9cfd51e22e09d5fec6.bindPopup(popup_b8c6c5e9a052333cf0ab1d42e3a1a97a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f228de5e85427d331b19c0638b67afc7 = L.marker(\n",
       "                [37.788018555829, -122.426077177375],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_29eff512311b2f30c60138d6a97ec501 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ee3bb616aa267f902b1ca0b3dbd4c795 = $(`&lt;div id=&quot;html_ee3bb616aa267f902b1ca0b3dbd4c795&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_29eff512311b2f30c60138d6a97ec501.setContent(html_ee3bb616aa267f902b1ca0b3dbd4c795);\n",
       "        \n",
       "\n",
       "        marker_f228de5e85427d331b19c0638b67afc7.bindPopup(popup_29eff512311b2f30c60138d6a97ec501)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_be8e7da483b9fd8552f81129e9f9d0e8 = L.marker(\n",
       "                [37.7808789360214, -122.405721454567],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_3f2494cd833b9b4a75bd6d2b713405b9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e8229fb156015e891359975a1c660c60 = $(`&lt;div id=&quot;html_e8229fb156015e891359975a1c660c60&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_3f2494cd833b9b4a75bd6d2b713405b9.setContent(html_e8229fb156015e891359975a1c660c60);\n",
       "        \n",
       "\n",
       "        marker_be8e7da483b9fd8552f81129e9f9d0e8.bindPopup(popup_3f2494cd833b9b4a75bd6d2b713405b9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_90f9d17bb0bbdaef7bb736b74bf9b4ef = L.marker(\n",
       "                [37.7839805592634, -122.411778295992],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_259ccf33fe4f3914953de5d667398f0a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8131ee623776e5779d74609ea99636e0 = $(`&lt;div id=&quot;html_8131ee623776e5779d74609ea99636e0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_259ccf33fe4f3914953de5d667398f0a.setContent(html_8131ee623776e5779d74609ea99636e0);\n",
       "        \n",
       "\n",
       "        marker_90f9d17bb0bbdaef7bb736b74bf9b4ef.bindPopup(popup_259ccf33fe4f3914953de5d667398f0a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ac3b887829376b60038fb8bb6b6e9e71 = L.marker(\n",
       "                [37.7757876218293, -122.393357241451],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_9a53fbd0b43f2c0f0eeb824bbe0eab38 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_952c5951b325b4cbe35cb59ef4b9b607 = $(`&lt;div id=&quot;html_952c5951b325b4cbe35cb59ef4b9b607&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_9a53fbd0b43f2c0f0eeb824bbe0eab38.setContent(html_952c5951b325b4cbe35cb59ef4b9b607);\n",
       "        \n",
       "\n",
       "        marker_ac3b887829376b60038fb8bb6b6e9e71.bindPopup(popup_9a53fbd0b43f2c0f0eeb824bbe0eab38)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_618dbcfb04984ef6a1e6c4838c8fd9b7 = L.marker(\n",
       "                [37.7209669615499, -122.387181635995],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_d8dcc873e1900c0d240f235429abb8f6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_374e8fea7194d1075ae491a44d3a42be = $(`&lt;div id=&quot;html_374e8fea7194d1075ae491a44d3a42be&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_d8dcc873e1900c0d240f235429abb8f6.setContent(html_374e8fea7194d1075ae491a44d3a42be);\n",
       "        \n",
       "\n",
       "        marker_618dbcfb04984ef6a1e6c4838c8fd9b7.bindPopup(popup_d8dcc873e1900c0d240f235429abb8f6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9fd5f835dd7efb52b4362867bb253176 = L.marker(\n",
       "                [37.7644781578695, -122.477376524003],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_dfab0ebae7cffc99b916b370d757c117 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8e77349c87744940acdd2a8dd061012a = $(`&lt;div id=&quot;html_8e77349c87744940acdd2a8dd061012a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_dfab0ebae7cffc99b916b370d757c117.setContent(html_8e77349c87744940acdd2a8dd061012a);\n",
       "        \n",
       "\n",
       "        marker_9fd5f835dd7efb52b4362867bb253176.bindPopup(popup_dfab0ebae7cffc99b916b370d757c117)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_665f46518c013dab22c43de184b6f9c5 = L.marker(\n",
       "                [37.7457389429655, -122.477960327299],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_e65d7fce04fa26ac937169538692e1cf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_282a525ab9fe27b34a369bdc26922e64 = $(`&lt;div id=&quot;html_282a525ab9fe27b34a369bdc26922e64&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_e65d7fce04fa26ac937169538692e1cf.setContent(html_282a525ab9fe27b34a369bdc26922e64);\n",
       "        \n",
       "\n",
       "        marker_665f46518c013dab22c43de184b6f9c5.bindPopup(popup_e65d7fce04fa26ac937169538692e1cf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_75c0bd9832df3d6657f426cf1754e436 = L.marker(\n",
       "                [37.7356970275482, -122.37675765553],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c6abf3306a52b39ed65d9551b811f718 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f8277b2a855e85c8b4ab1d81d7e5bbd8 = $(`&lt;div id=&quot;html_f8277b2a855e85c8b4ab1d81d7e5bbd8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_c6abf3306a52b39ed65d9551b811f718.setContent(html_f8277b2a855e85c8b4ab1d81d7e5bbd8);\n",
       "        \n",
       "\n",
       "        marker_75c0bd9832df3d6657f426cf1754e436.bindPopup(popup_c6abf3306a52b39ed65d9551b811f718)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ae490717be57ecbded3acafdf6e2e311 = L.marker(\n",
       "                [37.7292705199592, -122.432325871028],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_4e05e426702c0e2586c7f63a22bfeda0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d82b9bf06a67972ccd4755d6a80cde0f = $(`&lt;div id=&quot;html_d82b9bf06a67972ccd4755d6a80cde0f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_4e05e426702c0e2586c7f63a22bfeda0.setContent(html_d82b9bf06a67972ccd4755d6a80cde0f);\n",
       "        \n",
       "\n",
       "        marker_ae490717be57ecbded3acafdf6e2e311.bindPopup(popup_4e05e426702c0e2586c7f63a22bfeda0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ed3fefbea90cf71a0ae9b36937e75e61 = L.marker(\n",
       "                [37.791642982384, -122.40090869889],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_50896762080b590e21bed3043891d015 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_275ab91cf14955a2cf22e69cfc3c500a = $(`&lt;div id=&quot;html_275ab91cf14955a2cf22e69cfc3c500a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_50896762080b590e21bed3043891d015.setContent(html_275ab91cf14955a2cf22e69cfc3c500a);\n",
       "        \n",
       "\n",
       "        marker_ed3fefbea90cf71a0ae9b36937e75e61.bindPopup(popup_50896762080b590e21bed3043891d015)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_19204c9260e4f2fac1467c322bc75db4 = L.marker(\n",
       "                [37.7837069301545, -122.408595110869],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_48c4c2be7cf106ebcd0244b80a26aed5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fcb58f073633c72834719db7442efaca = $(`&lt;div id=&quot;html_fcb58f073633c72834719db7442efaca&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;STOLEN PROPERTY&lt;/div&gt;`)[0];\n",
       "            popup_48c4c2be7cf106ebcd0244b80a26aed5.setContent(html_fcb58f073633c72834719db7442efaca);\n",
       "        \n",
       "\n",
       "        marker_19204c9260e4f2fac1467c322bc75db4.bindPopup(popup_48c4c2be7cf106ebcd0244b80a26aed5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_71749e9c1333d7e10cf3039658751c01 = L.marker(\n",
       "                [37.7572895904578, -122.406870402082],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_7caa68394018e030c620dc508078e288 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e6145d4334c78897470427ff6165def4 = $(`&lt;div id=&quot;html_e6145d4334c78897470427ff6165def4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_7caa68394018e030c620dc508078e288.setContent(html_e6145d4334c78897470427ff6165def4);\n",
       "        \n",
       "\n",
       "        marker_71749e9c1333d7e10cf3039658751c01.bindPopup(popup_7caa68394018e030c620dc508078e288)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6b157b1c704f0ddc6bdafc9514b80020 = L.marker(\n",
       "                [37.7489063051829, -122.420354780861],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_643c4e273b2f434e3d61c315c72b487a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_651e493ea85082be351d3a2c17154e39 = $(`&lt;div id=&quot;html_651e493ea85082be351d3a2c17154e39&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_643c4e273b2f434e3d61c315c72b487a.setContent(html_651e493ea85082be351d3a2c17154e39);\n",
       "        \n",
       "\n",
       "        marker_6b157b1c704f0ddc6bdafc9514b80020.bindPopup(popup_643c4e273b2f434e3d61c315c72b487a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4c55f5936e95c8b13b3a9b4f9b79c7b9 = L.marker(\n",
       "                [37.715765426995, -122.439909766772],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_ca1c058e4183bf0c60b536559ea88ec4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_09068d8d6c3158fb9e69bd5affbc56b0 = $(`&lt;div id=&quot;html_09068d8d6c3158fb9e69bd5affbc56b0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_ca1c058e4183bf0c60b536559ea88ec4.setContent(html_09068d8d6c3158fb9e69bd5affbc56b0);\n",
       "        \n",
       "\n",
       "        marker_4c55f5936e95c8b13b3a9b4f9b79c7b9.bindPopup(popup_ca1c058e4183bf0c60b536559ea88ec4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_980d965c956bb7edd244b92f35b7d6f6 = L.marker(\n",
       "                [37.7835699386918, -122.408421116922],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_2b49291f04114939c9c7bcc47a8af6df = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_39ebcfe396c99c08e1b9804aa809cf6d = $(`&lt;div id=&quot;html_39ebcfe396c99c08e1b9804aa809cf6d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_2b49291f04114939c9c7bcc47a8af6df.setContent(html_39ebcfe396c99c08e1b9804aa809cf6d);\n",
       "        \n",
       "\n",
       "        marker_980d965c956bb7edd244b92f35b7d6f6.bindPopup(popup_2b49291f04114939c9c7bcc47a8af6df)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8beec2ada5694c51adf56db068749175 = L.marker(\n",
       "                [37.7736186276456, -122.422315670749],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_9fe2a0bd8a6e0259469bd8016518c21f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_eb2541c6fda383bb758ec83c337fe63d = $(`&lt;div id=&quot;html_eb2541c6fda383bb758ec83c337fe63d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;FRAUD&lt;/div&gt;`)[0];\n",
       "            popup_9fe2a0bd8a6e0259469bd8016518c21f.setContent(html_eb2541c6fda383bb758ec83c337fe63d);\n",
       "        \n",
       "\n",
       "        marker_8beec2ada5694c51adf56db068749175.bindPopup(popup_9fe2a0bd8a6e0259469bd8016518c21f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ed0e41681caec39e0e99ae2d8a434f2f = L.marker(\n",
       "                [37.7928412840447, -122.424519835009],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_13ee98fcd35070eda2b1992015b83832 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_95210b74ad0c6efe8da9494a5ed4eb26 = $(`&lt;div id=&quot;html_95210b74ad0c6efe8da9494a5ed4eb26&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_13ee98fcd35070eda2b1992015b83832.setContent(html_95210b74ad0c6efe8da9494a5ed4eb26);\n",
       "        \n",
       "\n",
       "        marker_ed0e41681caec39e0e99ae2d8a434f2f.bindPopup(popup_13ee98fcd35070eda2b1992015b83832)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d09655659ee352af99fdcf6b572ded29 = L.marker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_e994260cbf086aeea2fe13e8f6f5876f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_be62730284541be73a6e176a550627bc = $(`&lt;div id=&quot;html_be62730284541be73a6e176a550627bc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_e994260cbf086aeea2fe13e8f6f5876f.setContent(html_be62730284541be73a6e176a550627bc);\n",
       "        \n",
       "\n",
       "        marker_d09655659ee352af99fdcf6b572ded29.bindPopup(popup_e994260cbf086aeea2fe13e8f6f5876f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cf69911118247c34a8495f3de7bfb79e = L.marker(\n",
       "                [37.7540986882068, -122.414233849038],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c801b416bb5e8e735b09830e1a8fca54 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a5f779bb937d3d48e436e17f9da00d26 = $(`&lt;div id=&quot;html_a5f779bb937d3d48e436e17f9da00d26&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_c801b416bb5e8e735b09830e1a8fca54.setContent(html_a5f779bb937d3d48e436e17f9da00d26);\n",
       "        \n",
       "\n",
       "        marker_cf69911118247c34a8495f3de7bfb79e.bindPopup(popup_c801b416bb5e8e735b09830e1a8fca54)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e6cf3d36123c92eaf8bb3fcf24498342 = L.marker(\n",
       "                [37.7714939969416, -122.507750131004],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_38f23349431fe157c5cb79f953984cf1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fcb28b689b09a9d6bf398529b2b18104 = $(`&lt;div id=&quot;html_fcb28b689b09a9d6bf398529b2b18104&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_38f23349431fe157c5cb79f953984cf1.setContent(html_fcb28b689b09a9d6bf398529b2b18104);\n",
       "        \n",
       "\n",
       "        marker_e6cf3d36123c92eaf8bb3fcf24498342.bindPopup(popup_38f23349431fe157c5cb79f953984cf1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_af7664322fb51b48a6b1c30f66c2ae68 = L.marker(\n",
       "                [37.718302204766, -122.474444639595],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_12642682e9e845b2c4bbbcf25f1079cd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1b5ed23b48a265f7ec1c08e01b17e77a = $(`&lt;div id=&quot;html_1b5ed23b48a265f7ec1c08e01b17e77a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_12642682e9e845b2c4bbbcf25f1079cd.setContent(html_1b5ed23b48a265f7ec1c08e01b17e77a);\n",
       "        \n",
       "\n",
       "        marker_af7664322fb51b48a6b1c30f66c2ae68.bindPopup(popup_12642682e9e845b2c4bbbcf25f1079cd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ba5a70114aea3e7dc8c02b75f6de6b3b = L.marker(\n",
       "                [37.7645752317615, -122.427562596985],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c7f01c4723a245e656bc265922b6a913 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_cadedc78fb120412c919e7d5c942ee15 = $(`&lt;div id=&quot;html_cadedc78fb120412c919e7d5c942ee15&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_c7f01c4723a245e656bc265922b6a913.setContent(html_cadedc78fb120412c919e7d5c942ee15);\n",
       "        \n",
       "\n",
       "        marker_ba5a70114aea3e7dc8c02b75f6de6b3b.bindPopup(popup_c7f01c4723a245e656bc265922b6a913)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4aff7087e04828f57fd241b98ea08cb5 = L.marker(\n",
       "                [37.7874378309112, -122.419203004268],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_07a170f38e0c6daf1ced6f669ad18401 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ae5e384516de414b11680fc53679b6f6 = $(`&lt;div id=&quot;html_ae5e384516de414b11680fc53679b6f6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_07a170f38e0c6daf1ced6f669ad18401.setContent(html_ae5e384516de414b11680fc53679b6f6);\n",
       "        \n",
       "\n",
       "        marker_4aff7087e04828f57fd241b98ea08cb5.bindPopup(popup_07a170f38e0c6daf1ced6f669ad18401)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f6d234d290e4bd0f8df3c43483809888 = L.marker(\n",
       "                [37.7493688284532, -122.412690142308],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_cc82a41aa4adda25c6af58ddec57017e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fbf60539e7bfc6f7d68cad58dd93468a = $(`&lt;div id=&quot;html_fbf60539e7bfc6f7d68cad58dd93468a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_cc82a41aa4adda25c6af58ddec57017e.setContent(html_fbf60539e7bfc6f7d68cad58dd93468a);\n",
       "        \n",
       "\n",
       "        marker_f6d234d290e4bd0f8df3c43483809888.bindPopup(popup_cc82a41aa4adda25c6af58ddec57017e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_79666ebd93bdc176acc95cae69c82338 = L.marker(\n",
       "                [37.7092010462379, -122.434609280352],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_68fdf70085b10b9081c06352613d6e3d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1887195deeb970c148f8cbd4c2b7b27d = $(`&lt;div id=&quot;html_1887195deeb970c148f8cbd4c2b7b27d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_68fdf70085b10b9081c06352613d6e3d.setContent(html_1887195deeb970c148f8cbd4c2b7b27d);\n",
       "        \n",
       "\n",
       "        marker_79666ebd93bdc176acc95cae69c82338.bindPopup(popup_68fdf70085b10b9081c06352613d6e3d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9c8f0b4ae91a156463b09273e3aefce7 = L.marker(\n",
       "                [37.7879209375533, -122.410882825551],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_e81cad0e7c4e6eda77caf583ef6a3f4b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b717e9cd60f90e68dc98a057154492c9 = $(`&lt;div id=&quot;html_b717e9cd60f90e68dc98a057154492c9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_e81cad0e7c4e6eda77caf583ef6a3f4b.setContent(html_b717e9cd60f90e68dc98a057154492c9);\n",
       "        \n",
       "\n",
       "        marker_9c8f0b4ae91a156463b09273e3aefce7.bindPopup(popup_e81cad0e7c4e6eda77caf583ef6a3f4b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dbc3a0e03a08a23b5c95428646ed1f3a = L.marker(\n",
       "                [37.8004566471039, -122.401432754722],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_dc45c94d0ebcd98c06d43ec471f92a9a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1caac64fa40af5445aa155da81e7b46e = $(`&lt;div id=&quot;html_1caac64fa40af5445aa155da81e7b46e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_dc45c94d0ebcd98c06d43ec471f92a9a.setContent(html_1caac64fa40af5445aa155da81e7b46e);\n",
       "        \n",
       "\n",
       "        marker_dbc3a0e03a08a23b5c95428646ed1f3a.bindPopup(popup_dc45c94d0ebcd98c06d43ec471f92a9a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d5b431cf070212baa27668dda3a5b746 = L.marker(\n",
       "                [37.7435550542265, -122.421128029505],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_5ffadb02c6c1123693de90b6f23ff587 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d9afd008f6c00fd406063009f543d498 = $(`&lt;div id=&quot;html_d9afd008f6c00fd406063009f543d498&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_5ffadb02c6c1123693de90b6f23ff587.setContent(html_d9afd008f6c00fd406063009f543d498);\n",
       "        \n",
       "\n",
       "        marker_d5b431cf070212baa27668dda3a5b746.bindPopup(popup_5ffadb02c6c1123693de90b6f23ff587)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_322d2c9574d4a0ab9468747a78e9226c = L.marker(\n",
       "                [37.7865647607685, -122.407244087032],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_4e8a79a64806bb4921bbf1150d8f5753 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d1f716606a25d3fd18ae275e29226e71 = $(`&lt;div id=&quot;html_d1f716606a25d3fd18ae275e29226e71&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_4e8a79a64806bb4921bbf1150d8f5753.setContent(html_d1f716606a25d3fd18ae275e29226e71);\n",
       "        \n",
       "\n",
       "        marker_322d2c9574d4a0ab9468747a78e9226c.bindPopup(popup_4e8a79a64806bb4921bbf1150d8f5753)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d64507575c15800b15f0040771a23ea6 = L.marker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_2bd096b6f8dfeadaaba3f8ea76068de0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c5a041b539bcf3673659be1f279f4ade = $(`&lt;div id=&quot;html_c5a041b539bcf3673659be1f279f4ade&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;RECOVERED VEHICLE&lt;/div&gt;`)[0];\n",
       "            popup_2bd096b6f8dfeadaaba3f8ea76068de0.setContent(html_c5a041b539bcf3673659be1f279f4ade);\n",
       "        \n",
       "\n",
       "        marker_d64507575c15800b15f0040771a23ea6.bindPopup(popup_2bd096b6f8dfeadaaba3f8ea76068de0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ceec3079457981c8112f046774a79cd1 = L.marker(\n",
       "                [37.7615655928045, -122.423803001901],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_fb390107e0d01488b3b44c39813ca1f6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_02a65b1fab7d99706ae2bb4f63c2f0dd = $(`&lt;div id=&quot;html_02a65b1fab7d99706ae2bb4f63c2f0dd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_fb390107e0d01488b3b44c39813ca1f6.setContent(html_02a65b1fab7d99706ae2bb4f63c2f0dd);\n",
       "        \n",
       "\n",
       "        marker_ceec3079457981c8112f046774a79cd1.bindPopup(popup_fb390107e0d01488b3b44c39813ca1f6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ca65375ba0017153abbf72f8837ad89a = L.marker(\n",
       "                [37.7441927508932, -122.444685482273],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_267ab3d4799f2212fc8aaa4198180d0b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b470fac2b616eb8cfec87ad2e9a3ebaf = $(`&lt;div id=&quot;html_b470fac2b616eb8cfec87ad2e9a3ebaf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_267ab3d4799f2212fc8aaa4198180d0b.setContent(html_b470fac2b616eb8cfec87ad2e9a3ebaf);\n",
       "        \n",
       "\n",
       "        marker_ca65375ba0017153abbf72f8837ad89a.bindPopup(popup_267ab3d4799f2212fc8aaa4198180d0b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_82591f7a060c869391c6ffbfb9db3554 = L.marker(\n",
       "                [37.7754692820041, -122.415757039196],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_433ed3bd78a67e56aba55362e24c2856 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_325a4dab66dd3ef34da1a777e52939d0 = $(`&lt;div id=&quot;html_325a4dab66dd3ef34da1a777e52939d0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_433ed3bd78a67e56aba55362e24c2856.setContent(html_325a4dab66dd3ef34da1a777e52939d0);\n",
       "        \n",
       "\n",
       "        marker_82591f7a060c869391c6ffbfb9db3554.bindPopup(popup_433ed3bd78a67e56aba55362e24c2856)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4a70bfc9a7159523e635c459a11479da = L.marker(\n",
       "                [37.7285280627465, -122.475647460786],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_f235cf86778318822701557ec4fe07b2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f47d43fa21db16c19fad475db7ee4d79 = $(`&lt;div id=&quot;html_f47d43fa21db16c19fad475db7ee4d79&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_f235cf86778318822701557ec4fe07b2.setContent(html_f47d43fa21db16c19fad475db7ee4d79);\n",
       "        \n",
       "\n",
       "        marker_4a70bfc9a7159523e635c459a11479da.bindPopup(popup_f235cf86778318822701557ec4fe07b2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_abdbe25dc0fb4edd47c6e8755c6d443c = L.marker(\n",
       "                [37.7428517374449, -122.420967440564],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_2ff80293938b50f2c631a0588b722a87 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_dc84d12635149dcd5846516058cca390 = $(`&lt;div id=&quot;html_dc84d12635149dcd5846516058cca390&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_2ff80293938b50f2c631a0588b722a87.setContent(html_dc84d12635149dcd5846516058cca390);\n",
       "        \n",
       "\n",
       "        marker_abdbe25dc0fb4edd47c6e8755c6d443c.bindPopup(popup_2ff80293938b50f2c631a0588b722a87)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_082461380afb9da91832978d0194b9a3 = L.marker(\n",
       "                [37.7821198488931, -122.415669661443],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c5f8178fab6f38ebf817ddbefca21175 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_dbd5ac4de9d75630ec4d8d54799b3879 = $(`&lt;div id=&quot;html_dbd5ac4de9d75630ec4d8d54799b3879&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_c5f8178fab6f38ebf817ddbefca21175.setContent(html_dbd5ac4de9d75630ec4d8d54799b3879);\n",
       "        \n",
       "\n",
       "        marker_082461380afb9da91832978d0194b9a3.bindPopup(popup_c5f8178fab6f38ebf817ddbefca21175)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_474f1926250ca08abd6cebca95c236f1 = L.marker(\n",
       "                [37.7791674218963, -122.406346425632],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_72cfdf465503efb277078061d7238d10 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e48b483a39848ac77f8538159898d723 = $(`&lt;div id=&quot;html_e48b483a39848ac77f8538159898d723&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_72cfdf465503efb277078061d7238d10.setContent(html_e48b483a39848ac77f8538159898d723);\n",
       "        \n",
       "\n",
       "        marker_474f1926250ca08abd6cebca95c236f1.bindPopup(popup_72cfdf465503efb277078061d7238d10)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2260a4215eb9e7077cff7d789b3459d2 = L.marker(\n",
       "                [37.7657184395282, -122.409529913278],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_69c76fd42aa36c25514a90ac72438478 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_ced5e34394c33b003df84327b503c1c5 = $(`&lt;div id=&quot;html_ced5e34394c33b003df84327b503c1c5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_69c76fd42aa36c25514a90ac72438478.setContent(html_ced5e34394c33b003df84327b503c1c5);\n",
       "        \n",
       "\n",
       "        marker_2260a4215eb9e7077cff7d789b3459d2.bindPopup(popup_69c76fd42aa36c25514a90ac72438478)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d9a648ced2ca5ba5ee19ebad485efab3 = L.marker(\n",
       "                [37.775420706711, -122.403404791479],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_a3facf490b82bd13635e857754b3c956 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_209463e1b6529da5730cc1d372778b2a = $(`&lt;div id=&quot;html_209463e1b6529da5730cc1d372778b2a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_a3facf490b82bd13635e857754b3c956.setContent(html_209463e1b6529da5730cc1d372778b2a);\n",
       "        \n",
       "\n",
       "        marker_d9a648ced2ca5ba5ee19ebad485efab3.bindPopup(popup_a3facf490b82bd13635e857754b3c956)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ee86f62f7b4d3a09019b0fd10ceac867 = L.marker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_645aff1897464ebcf087f4dfa9ab3569 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1323407454f07922147ea25b42aea810 = $(`&lt;div id=&quot;html_1323407454f07922147ea25b42aea810&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_645aff1897464ebcf087f4dfa9ab3569.setContent(html_1323407454f07922147ea25b42aea810);\n",
       "        \n",
       "\n",
       "        marker_ee86f62f7b4d3a09019b0fd10ceac867.bindPopup(popup_645aff1897464ebcf087f4dfa9ab3569)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_944d533b7ae9f49923199d4f83d70fa3 = L.marker(\n",
       "                [37.767524308783, -122.410738097315],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_9c994524ccf200c73af9ad735543fa85 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5f82de0dfd091b46854d0e4f36896a18 = $(`&lt;div id=&quot;html_5f82de0dfd091b46854d0e4f36896a18&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ARSON&lt;/div&gt;`)[0];\n",
       "            popup_9c994524ccf200c73af9ad735543fa85.setContent(html_5f82de0dfd091b46854d0e4f36896a18);\n",
       "        \n",
       "\n",
       "        marker_944d533b7ae9f49923199d4f83d70fa3.bindPopup(popup_9c994524ccf200c73af9ad735543fa85)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b6f3e11c588a8b78d8e1d3756291c91c = L.marker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_0ad3ece6f82d7852160f7619ed47c6b5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f73a52ed3d8a2a76431e8875f5ad6e26 = $(`&lt;div id=&quot;html_f73a52ed3d8a2a76431e8875f5ad6e26&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_0ad3ece6f82d7852160f7619ed47c6b5.setContent(html_f73a52ed3d8a2a76431e8875f5ad6e26);\n",
       "        \n",
       "\n",
       "        marker_b6f3e11c588a8b78d8e1d3756291c91c.bindPopup(popup_0ad3ece6f82d7852160f7619ed47c6b5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_eb74a57be663317e6541688901c9e72a = L.marker(\n",
       "                [37.7131083433264, -122.444314025188],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c69ae3930f71d30639e33edc77537ce5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e16e556b40a3d057efa448b08ec1f83b = $(`&lt;div id=&quot;html_e16e556b40a3d057efa448b08ec1f83b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_c69ae3930f71d30639e33edc77537ce5.setContent(html_e16e556b40a3d057efa448b08ec1f83b);\n",
       "        \n",
       "\n",
       "        marker_eb74a57be663317e6541688901c9e72a.bindPopup(popup_c69ae3930f71d30639e33edc77537ce5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_35802b931be6fa0e9a793c5aa1600b5f = L.marker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_8c52cfbc5bdb8d39fdcbc288ceb89fbc = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_bc8ba6b593f4171f00ee1e382eb6f63a = $(`&lt;div id=&quot;html_bc8ba6b593f4171f00ee1e382eb6f63a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_8c52cfbc5bdb8d39fdcbc288ceb89fbc.setContent(html_bc8ba6b593f4171f00ee1e382eb6f63a);\n",
       "        \n",
       "\n",
       "        marker_35802b931be6fa0e9a793c5aa1600b5f.bindPopup(popup_8c52cfbc5bdb8d39fdcbc288ceb89fbc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bb3b86b5b9a8490fb066c3aa05ec0a15 = L.marker(\n",
       "                [37.7660160114103, -122.403644620439],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_43b441322a11f36ad0356e86524b398b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_90ef19d1c4982fafadb9ac16e663487a = $(`&lt;div id=&quot;html_90ef19d1c4982fafadb9ac16e663487a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_43b441322a11f36ad0356e86524b398b.setContent(html_90ef19d1c4982fafadb9ac16e663487a);\n",
       "        \n",
       "\n",
       "        marker_bb3b86b5b9a8490fb066c3aa05ec0a15.bindPopup(popup_43b441322a11f36ad0356e86524b398b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4f8954ec392684853f7f04eb3075d279 = L.marker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_778925ce6cb21fff46341895617b406d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_3227d8edc728e50fc22aa9489f85c2ed = $(`&lt;div id=&quot;html_3227d8edc728e50fc22aa9489f85c2ed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_778925ce6cb21fff46341895617b406d.setContent(html_3227d8edc728e50fc22aa9489f85c2ed);\n",
       "        \n",
       "\n",
       "        marker_4f8954ec392684853f7f04eb3075d279.bindPopup(popup_778925ce6cb21fff46341895617b406d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a14966a43ad6396967aee3e8b98055a8 = L.marker(\n",
       "                [37.7762310404758, -122.414714295579],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_45a7954d1317daa8739651dcb72848cb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fd70039fd3c86bbc602dddbb3133da2e = $(`&lt;div id=&quot;html_fd70039fd3c86bbc602dddbb3133da2e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_45a7954d1317daa8739651dcb72848cb.setContent(html_fd70039fd3c86bbc602dddbb3133da2e);\n",
       "        \n",
       "\n",
       "        marker_a14966a43ad6396967aee3e8b98055a8.bindPopup(popup_45a7954d1317daa8739651dcb72848cb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_099fcac2e2e2371f48074ef53cfa8683 = L.marker(\n",
       "                [37.7775118895695, -122.418045452768],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_dd825c5149cbb74fc2bf264b3604b75a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_2f1d8f15b19ca764237485137daf83bf = $(`&lt;div id=&quot;html_2f1d8f15b19ca764237485137daf83bf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VEHICLE THEFT&lt;/div&gt;`)[0];\n",
       "            popup_dd825c5149cbb74fc2bf264b3604b75a.setContent(html_2f1d8f15b19ca764237485137daf83bf);\n",
       "        \n",
       "\n",
       "        marker_099fcac2e2e2371f48074ef53cfa8683.bindPopup(popup_dd825c5149cbb74fc2bf264b3604b75a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_71ea1ed27cc4c704857bad365c1a109e = L.marker(\n",
       "                [37.7820238478975, -122.401161555602],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_bb87ce5a3c4b07aaa9dce3c73e023108 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f4d007bd7c9a661ee8c00dda1032e617 = $(`&lt;div id=&quot;html_f4d007bd7c9a661ee8c00dda1032e617&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_bb87ce5a3c4b07aaa9dce3c73e023108.setContent(html_f4d007bd7c9a661ee8c00dda1032e617);\n",
       "        \n",
       "\n",
       "        marker_71ea1ed27cc4c704857bad365c1a109e.bindPopup(popup_bb87ce5a3c4b07aaa9dce3c73e023108)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6b58d465190144f4da1807ccfe01def1 = L.marker(\n",
       "                [37.72700531963, -122.403408669191],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_efa9e0d00d7dc0736df526be5e0591a6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_2a3ba94f42973838225f227ed11e6d23 = $(`&lt;div id=&quot;html_2a3ba94f42973838225f227ed11e6d23&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_efa9e0d00d7dc0736df526be5e0591a6.setContent(html_2a3ba94f42973838225f227ed11e6d23);\n",
       "        \n",
       "\n",
       "        marker_6b58d465190144f4da1807ccfe01def1.bindPopup(popup_efa9e0d00d7dc0736df526be5e0591a6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_345ee967983a6191572280f62fecf9b7 = L.marker(\n",
       "                [37.7838344374141, -122.412930522059],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_410454c01b8d6b800bdb8adedd069481 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_cb4bcf5efeed30451cdec6de95053e5d = $(`&lt;div id=&quot;html_cb4bcf5efeed30451cdec6de95053e5d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_410454c01b8d6b800bdb8adedd069481.setContent(html_cb4bcf5efeed30451cdec6de95053e5d);\n",
       "        \n",
       "\n",
       "        marker_345ee967983a6191572280f62fecf9b7.bindPopup(popup_410454c01b8d6b800bdb8adedd069481)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d2c3ff9785aae60088810a00c0a31e69 = L.marker(\n",
       "                [37.7530186537446, -122.418587172219],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_3de5b7448c049876bacee08c8ea0dea0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_94130ef6e966f7358cd9698d208bdc79 = $(`&lt;div id=&quot;html_94130ef6e966f7358cd9698d208bdc79&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_3de5b7448c049876bacee08c8ea0dea0.setContent(html_94130ef6e966f7358cd9698d208bdc79);\n",
       "        \n",
       "\n",
       "        marker_d2c3ff9785aae60088810a00c0a31e69.bindPopup(popup_3de5b7448c049876bacee08c8ea0dea0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b823f09e363ebb88162f8ada8bc3ee10 = L.marker(\n",
       "                [37.7740418385041, -122.414370627495],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_3edb5eff78fd9390ef85d47011dc8fd3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a316dff8741e09ba00ba8aaed2d9bd5f = $(`&lt;div id=&quot;html_a316dff8741e09ba00ba8aaed2d9bd5f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;FRAUD&lt;/div&gt;`)[0];\n",
       "            popup_3edb5eff78fd9390ef85d47011dc8fd3.setContent(html_a316dff8741e09ba00ba8aaed2d9bd5f);\n",
       "        \n",
       "\n",
       "        marker_b823f09e363ebb88162f8ada8bc3ee10.bindPopup(popup_3edb5eff78fd9390ef85d47011dc8fd3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_35bfb702ad9a85e58180294237fc4bba = L.marker(\n",
       "                [37.790538993725, -122.403915681571],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_f7ef360b86c952202455008198402c03 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_473d3dc740f5830272c80c8ebfb8400e = $(`&lt;div id=&quot;html_473d3dc740f5830272c80c8ebfb8400e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ASSAULT&lt;/div&gt;`)[0];\n",
       "            popup_f7ef360b86c952202455008198402c03.setContent(html_473d3dc740f5830272c80c8ebfb8400e);\n",
       "        \n",
       "\n",
       "        marker_35bfb702ad9a85e58180294237fc4bba.bindPopup(popup_f7ef360b86c952202455008198402c03)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ed0b5dc9fb309dd7f686cc46b39e3b2e = L.marker(\n",
       "                [37.7830998244592, -122.419183096362],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_9401e8b8c484426f8d490c75b0051a5a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1be384ca124ef6ff01e9a69427f9430e = $(`&lt;div id=&quot;html_1be384ca124ef6ff01e9a69427f9430e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_9401e8b8c484426f8d490c75b0051a5a.setContent(html_1be384ca124ef6ff01e9a69427f9430e);\n",
       "        \n",
       "\n",
       "        marker_ed0b5dc9fb309dd7f686cc46b39e3b2e.bindPopup(popup_9401e8b8c484426f8d490c75b0051a5a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f3efb0a4335f20b92a71f4e7751e30a3 = L.marker(\n",
       "                [37.7407360548358, -122.388753046997],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_d8e7a30a28ca7a60b9fa5481546440dd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_bec34c8e1b52bc587ff2dbc5869266b2 = $(`&lt;div id=&quot;html_bec34c8e1b52bc587ff2dbc5869266b2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_d8e7a30a28ca7a60b9fa5481546440dd.setContent(html_bec34c8e1b52bc587ff2dbc5869266b2);\n",
       "        \n",
       "\n",
       "        marker_f3efb0a4335f20b92a71f4e7751e30a3.bindPopup(popup_d8e7a30a28ca7a60b9fa5481546440dd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_afaf7181d7cba865eb98a32b2811af32 = L.marker(\n",
       "                [37.7749912944366, -122.437799703468],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_04f814e27c41c166fc1bf0044b72c5a9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e7023a0eb6d2aa3a7bf535fbfb5e36bf = $(`&lt;div id=&quot;html_e7023a0eb6d2aa3a7bf535fbfb5e36bf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_04f814e27c41c166fc1bf0044b72c5a9.setContent(html_e7023a0eb6d2aa3a7bf535fbfb5e36bf);\n",
       "        \n",
       "\n",
       "        marker_afaf7181d7cba865eb98a32b2811af32.bindPopup(popup_04f814e27c41c166fc1bf0044b72c5a9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_18e414ab6ad3760d2d14edaf9958a41f = L.marker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_4013ded9ed5938c26ad13c3a24ffbb38 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_61ae35c663d0ee83eb5afd5e591e474a = $(`&lt;div id=&quot;html_61ae35c663d0ee83eb5afd5e591e474a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_4013ded9ed5938c26ad13c3a24ffbb38.setContent(html_61ae35c663d0ee83eb5afd5e591e474a);\n",
       "        \n",
       "\n",
       "        marker_18e414ab6ad3760d2d14edaf9958a41f.bindPopup(popup_4013ded9ed5938c26ad13c3a24ffbb38)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b604e3cee0fea1399ef2c015db5e45e9 = L.marker(\n",
       "                [37.7770902743669, -122.421332684633],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c88ff88478e3c617e590b3f1eaf7a9a3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_5ef1956ae689bd4a92323b5ebeb2a587 = $(`&lt;div id=&quot;html_5ef1956ae689bd4a92323b5ebeb2a587&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;MISSING PERSON&lt;/div&gt;`)[0];\n",
       "            popup_c88ff88478e3c617e590b3f1eaf7a9a3.setContent(html_5ef1956ae689bd4a92323b5ebeb2a587);\n",
       "        \n",
       "\n",
       "        marker_b604e3cee0fea1399ef2c015db5e45e9.bindPopup(popup_c88ff88478e3c617e590b3f1eaf7a9a3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1ba1737fa116ea2f66a5b9aee49feac6 = L.marker(\n",
       "                [37.7822458223917, -122.446612978839],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_0bedf1a39c96a3caa9661ee48149cd46 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_221ab9b593a090d8cad2b373d13cdb22 = $(`&lt;div id=&quot;html_221ab9b593a090d8cad2b373d13cdb22&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_0bedf1a39c96a3caa9661ee48149cd46.setContent(html_221ab9b593a090d8cad2b373d13cdb22);\n",
       "        \n",
       "\n",
       "        marker_1ba1737fa116ea2f66a5b9aee49feac6.bindPopup(popup_0bedf1a39c96a3caa9661ee48149cd46)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_613eeb484af14c9c0b67667fc3ab428f = L.marker(\n",
       "                [37.7300379995128, -122.404594140634],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_a6210b88917543bd16045355ab8b2f0f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_300a921c906e7802541ef9046284a584 = $(`&lt;div id=&quot;html_300a921c906e7802541ef9046284a584&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_a6210b88917543bd16045355ab8b2f0f.setContent(html_300a921c906e7802541ef9046284a584);\n",
       "        \n",
       "\n",
       "        marker_613eeb484af14c9c0b67667fc3ab428f.bindPopup(popup_a6210b88917543bd16045355ab8b2f0f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1cd626952149167773c7ef0fcab504a3 = L.marker(\n",
       "                [37.7953338267436, -122.397373740066],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_67e5fe72fee630b3bd6b64f68e09d3bd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_1e8b72bc74945bc0b5a04bafff3949ff = $(`&lt;div id=&quot;html_1e8b72bc74945bc0b5a04bafff3949ff&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_67e5fe72fee630b3bd6b64f68e09d3bd.setContent(html_1e8b72bc74945bc0b5a04bafff3949ff);\n",
       "        \n",
       "\n",
       "        marker_1cd626952149167773c7ef0fcab504a3.bindPopup(popup_67e5fe72fee630b3bd6b64f68e09d3bd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ae4a4f0d92a0e4ec5a9479dbfcddc963 = L.marker(\n",
       "                [37.7875158741623, -122.407434989523],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c1bc203e8265d97f84bc1c9a901ad33e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_aae4a9813da70f0a29f753166082c482 = $(`&lt;div id=&quot;html_aae4a9813da70f0a29f753166082c482&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_c1bc203e8265d97f84bc1c9a901ad33e.setContent(html_aae4a9813da70f0a29f753166082c482);\n",
       "        \n",
       "\n",
       "        marker_ae4a4f0d92a0e4ec5a9479dbfcddc963.bindPopup(popup_c1bc203e8265d97f84bc1c9a901ad33e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_42b4c4a11d1c8a67ffe3d0bd04dc3086 = L.marker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_ed88ee3f0fefa5f8d8b964cbb3275c90 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_eafeac0eb390ba2a3781b77b69466881 = $(`&lt;div id=&quot;html_eafeac0eb390ba2a3781b77b69466881&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;PROSTITUTION&lt;/div&gt;`)[0];\n",
       "            popup_ed88ee3f0fefa5f8d8b964cbb3275c90.setContent(html_eafeac0eb390ba2a3781b77b69466881);\n",
       "        \n",
       "\n",
       "        marker_42b4c4a11d1c8a67ffe3d0bd04dc3086.bindPopup(popup_ed88ee3f0fefa5f8d8b964cbb3275c90)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_985569c68c463bf39035235f89c10050 = L.marker(\n",
       "                [37.7785233776032, -122.403464080033],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_088dfb3ee9fdb75aeaed7b258852974d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_9c1558aa5ba34e6f0646e44d72552ab9 = $(`&lt;div id=&quot;html_9c1558aa5ba34e6f0646e44d72552ab9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_088dfb3ee9fdb75aeaed7b258852974d.setContent(html_9c1558aa5ba34e6f0646e44d72552ab9);\n",
       "        \n",
       "\n",
       "        marker_985569c68c463bf39035235f89c10050.bindPopup(popup_088dfb3ee9fdb75aeaed7b258852974d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0513439185fc48a6c215fcde9cc6c391 = L.marker(\n",
       "                [37.773291806903, -122.436614181331],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_7c3b62fdde112dada70513167f32a7e6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_955fab5f07bef6b6ad32c2dfb67ec35a = $(`&lt;div id=&quot;html_955fab5f07bef6b6ad32c2dfb67ec35a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_7c3b62fdde112dada70513167f32a7e6.setContent(html_955fab5f07bef6b6ad32c2dfb67ec35a);\n",
       "        \n",
       "\n",
       "        marker_0513439185fc48a6c215fcde9cc6c391.bindPopup(popup_7c3b62fdde112dada70513167f32a7e6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e895091ac1e53e939a85add8dd6480dc = L.marker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_9f640921efb12a9f9b5fb12ac37ac481 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_21e6d7ba6a9ba1cdfe25d63c847482a5 = $(`&lt;div id=&quot;html_21e6d7ba6a9ba1cdfe25d63c847482a5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUG/NARCOTIC&lt;/div&gt;`)[0];\n",
       "            popup_9f640921efb12a9f9b5fb12ac37ac481.setContent(html_21e6d7ba6a9ba1cdfe25d63c847482a5);\n",
       "        \n",
       "\n",
       "        marker_e895091ac1e53e939a85add8dd6480dc.bindPopup(popup_9f640921efb12a9f9b5fb12ac37ac481)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_37222940d7c6a67d7ad17ab3c1d14d1d = L.marker(\n",
       "                [37.780527578509, -122.396849015172],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_91c1d3f6836ca1d2d2892f9b666c4ef9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_99f17056f8ddaa3616c6dfd0569552c8 = $(`&lt;div id=&quot;html_99f17056f8ddaa3616c6dfd0569552c8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;WARRANTS&lt;/div&gt;`)[0];\n",
       "            popup_91c1d3f6836ca1d2d2892f9b666c4ef9.setContent(html_99f17056f8ddaa3616c6dfd0569552c8);\n",
       "        \n",
       "\n",
       "        marker_37222940d7c6a67d7ad17ab3c1d14d1d.bindPopup(popup_91c1d3f6836ca1d2d2892f9b666c4ef9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bed9c7c77d96f3767281c50778718580 = L.marker(\n",
       "                [37.7284180706602, -122.450000790445],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_651e8c73268ea29bf5070c699138ae2e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_0bb5bdd7be955f16ce8f7b5438221bed = $(`&lt;div id=&quot;html_0bb5bdd7be955f16ce8f7b5438221bed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_651e8c73268ea29bf5070c699138ae2e.setContent(html_0bb5bdd7be955f16ce8f7b5438221bed);\n",
       "        \n",
       "\n",
       "        marker_bed9c7c77d96f3767281c50778718580.bindPopup(popup_651e8c73268ea29bf5070c699138ae2e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_00fa27a2dbf0af91b92ae51484f1f592 = L.marker(\n",
       "                [37.7292114647359, -122.400834283031],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_889facd9dfffaf236b576b7137c9ab50 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_78d1ba0981c00482ae686b881cab4a86 = $(`&lt;div id=&quot;html_78d1ba0981c00482ae686b881cab4a86&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_889facd9dfffaf236b576b7137c9ab50.setContent(html_78d1ba0981c00482ae686b881cab4a86);\n",
       "        \n",
       "\n",
       "        marker_00fa27a2dbf0af91b92ae51484f1f592.bindPopup(popup_889facd9dfffaf236b576b7137c9ab50)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f4426500e49c427fbaabfab75c4635b5 = L.marker(\n",
       "                [37.7880065324392, -122.399802145799],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_cae1c5c9f3c343dd6251bdaddd8f0261 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_2a996f6f2606466f2a6e7106e6de39aa = $(`&lt;div id=&quot;html_2a996f6f2606466f2a6e7106e6de39aa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_cae1c5c9f3c343dd6251bdaddd8f0261.setContent(html_2a996f6f2606466f2a6e7106e6de39aa);\n",
       "        \n",
       "\n",
       "        marker_f4426500e49c427fbaabfab75c4635b5.bindPopup(popup_cae1c5c9f3c343dd6251bdaddd8f0261)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e4d4e9bb910ee5c965f2daad08328b11 = L.marker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_bd26eaf44c2832efb7688e3e3b16bbd1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_bd5ddc3b636fa3ee14ee86ce4306d812 = $(`&lt;div id=&quot;html_bd5ddc3b636fa3ee14ee86ce4306d812&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SECONDARY CODES&lt;/div&gt;`)[0];\n",
       "            popup_bd26eaf44c2832efb7688e3e3b16bbd1.setContent(html_bd5ddc3b636fa3ee14ee86ce4306d812);\n",
       "        \n",
       "\n",
       "        marker_e4d4e9bb910ee5c965f2daad08328b11.bindPopup(popup_bd26eaf44c2832efb7688e3e3b16bbd1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a342f4f3abea47d140badd9aa5440a0d = L.marker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_a45e672e8bb06ef664b1eabe0ca1657c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_72e05d337299bb08b776a205fde6c564 = $(`&lt;div id=&quot;html_72e05d337299bb08b776a205fde6c564&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SUSPICIOUS OCC&lt;/div&gt;`)[0];\n",
       "            popup_a45e672e8bb06ef664b1eabe0ca1657c.setContent(html_72e05d337299bb08b776a205fde6c564);\n",
       "        \n",
       "\n",
       "        marker_a342f4f3abea47d140badd9aa5440a0d.bindPopup(popup_a45e672e8bb06ef664b1eabe0ca1657c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_59f9d59e930e521c2c053b4813a5b985 = L.marker(\n",
       "                [37.7239748241609, -122.3949284758],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_14a9ec81fae9288283b106bb0a1d4424 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_b54d7a13bba0e53273d99ffc21e2222f = $(`&lt;div id=&quot;html_b54d7a13bba0e53273d99ffc21e2222f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_14a9ec81fae9288283b106bb0a1d4424.setContent(html_b54d7a13bba0e53273d99ffc21e2222f);\n",
       "        \n",
       "\n",
       "        marker_59f9d59e930e521c2c053b4813a5b985.bindPopup(popup_14a9ec81fae9288283b106bb0a1d4424)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ee77e487cfe09e5f2e3e467e38b308f7 = L.marker(\n",
       "                [37.7883235449904, -122.41185703254],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_609814fd7bb2d0c8cb20ac3e9224fe66 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_cba74577255be05a8b4b72dad9795f15 = $(`&lt;div id=&quot;html_cba74577255be05a8b4b72dad9795f15&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_609814fd7bb2d0c8cb20ac3e9224fe66.setContent(html_cba74577255be05a8b4b72dad9795f15);\n",
       "        \n",
       "\n",
       "        marker_ee77e487cfe09e5f2e3e467e38b308f7.bindPopup(popup_609814fd7bb2d0c8cb20ac3e9224fe66)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bfc94a4687f580775c8cf37d56483d46 = L.marker(\n",
       "                [37.7559977339856, -122.409435617106],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_4985d51c887894364c69e5eca8c42cca = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a1e534f3725ac7aca02d31506f7f7fb7 = $(`&lt;div id=&quot;html_a1e534f3725ac7aca02d31506f7f7fb7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_4985d51c887894364c69e5eca8c42cca.setContent(html_a1e534f3725ac7aca02d31506f7f7fb7);\n",
       "        \n",
       "\n",
       "        marker_bfc94a4687f580775c8cf37d56483d46.bindPopup(popup_4985d51c887894364c69e5eca8c42cca)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4a208276e641bfb04c5f0aefa7fd3651 = L.marker(\n",
       "                [37.7870798144443, -122.425883358148],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_e92a7f456fc7527d71250046f70b5d8c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d2ffc193a87b9f18516d9a2d28532d15 = $(`&lt;div id=&quot;html_d2ffc193a87b9f18516d9a2d28532d15&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_e92a7f456fc7527d71250046f70b5d8c.setContent(html_d2ffc193a87b9f18516d9a2d28532d15);\n",
       "        \n",
       "\n",
       "        marker_4a208276e641bfb04c5f0aefa7fd3651.bindPopup(popup_e92a7f456fc7527d71250046f70b5d8c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_940f970b775e60d5532d434aa09c08af = L.marker(\n",
       "                [37.7360374466862, -122.415126543001],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_5751b22d30eee8a333b2dccfb02e80ad = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_277ddeb2524fb77a386fc6769d7bd37f = $(`&lt;div id=&quot;html_277ddeb2524fb77a386fc6769d7bd37f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_5751b22d30eee8a333b2dccfb02e80ad.setContent(html_277ddeb2524fb77a386fc6769d7bd37f);\n",
       "        \n",
       "\n",
       "        marker_940f970b775e60d5532d434aa09c08af.bindPopup(popup_5751b22d30eee8a333b2dccfb02e80ad)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0834659fb8f71c9beccb3734477aab2e = L.marker(\n",
       "                [37.712767884821, -122.431928011089],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_99360191e0987373aa483fc4ae4163ba = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_a4584dd7232376bec87d6c21a7c398eb = $(`&lt;div id=&quot;html_a4584dd7232376bec87d6c21a7c398eb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_99360191e0987373aa483fc4ae4163ba.setContent(html_a4584dd7232376bec87d6c21a7c398eb);\n",
       "        \n",
       "\n",
       "        marker_0834659fb8f71c9beccb3734477aab2e.bindPopup(popup_99360191e0987373aa483fc4ae4163ba)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0f6b203c2eeddf49f581233aaf1d0a72 = L.marker(\n",
       "                [37.7895710255863, -122.402163713618],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_7c20ab529fdc7af17c11b181b3ecd4f6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8bc1863a29f727675f1dc8f52079b536 = $(`&lt;div id=&quot;html_8bc1863a29f727675f1dc8f52079b536&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;DRUNKENNESS&lt;/div&gt;`)[0];\n",
       "            popup_7c20ab529fdc7af17c11b181b3ecd4f6.setContent(html_8bc1863a29f727675f1dc8f52079b536);\n",
       "        \n",
       "\n",
       "        marker_0f6b203c2eeddf49f581233aaf1d0a72.bindPopup(popup_7c20ab529fdc7af17c11b181b3ecd4f6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_116d11b8a9dc27ddbdf8390b1470b92e = L.marker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_5bc166cf6a2ca233529355ede751d82f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7e31363ef4e8ae73acf4fcf52f15c075 = $(`&lt;div id=&quot;html_7e31363ef4e8ae73acf4fcf52f15c075&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_5bc166cf6a2ca233529355ede751d82f.setContent(html_7e31363ef4e8ae73acf4fcf52f15c075);\n",
       "        \n",
       "\n",
       "        marker_116d11b8a9dc27ddbdf8390b1470b92e.bindPopup(popup_5bc166cf6a2ca233529355ede751d82f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0e9c0bcaabf4f0a046178fc71ec7085f = L.marker(\n",
       "                [37.7838365565348, -122.413790972781],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_889c93ea54b03d6571798075fa4e1792 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_fb6e11a46547ea2e91299f21a99d3c56 = $(`&lt;div id=&quot;html_fb6e11a46547ea2e91299f21a99d3c56&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_889c93ea54b03d6571798075fa4e1792.setContent(html_fb6e11a46547ea2e91299f21a99d3c56);\n",
       "        \n",
       "\n",
       "        marker_0e9c0bcaabf4f0a046178fc71ec7085f.bindPopup(popup_889c93ea54b03d6571798075fa4e1792)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ac58722652c75a349d7de86e104051da = L.marker(\n",
       "                [37.7307429169559, -122.429306728376],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_12755080d496615eb91eb5143d01fa7c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_d61dd9bfb5d2ba627d6d22401d438e46 = $(`&lt;div id=&quot;html_d61dd9bfb5d2ba627d6d22401d438e46&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_12755080d496615eb91eb5143d01fa7c.setContent(html_d61dd9bfb5d2ba627d6d22401d438e46);\n",
       "        \n",
       "\n",
       "        marker_ac58722652c75a349d7de86e104051da.bindPopup(popup_12755080d496615eb91eb5143d01fa7c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f742feffa96fb795e6392595fb215185 = L.marker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_c6d3fc97793158ecf557895e96d8e540 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_47f42447c1918d8d8fa3c7fc8b32a76a = $(`&lt;div id=&quot;html_47f42447c1918d8d8fa3c7fc8b32a76a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SECONDARY CODES&lt;/div&gt;`)[0];\n",
       "            popup_c6d3fc97793158ecf557895e96d8e540.setContent(html_47f42447c1918d8d8fa3c7fc8b32a76a);\n",
       "        \n",
       "\n",
       "        marker_f742feffa96fb795e6392595fb215185.bindPopup(popup_c6d3fc97793158ecf557895e96d8e540)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a4d02ac879a10bf64272f206b514b369 = L.marker(\n",
       "                [37.7373623605213, -122.422067184937],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_04bf85f26d418d1e0609386fda6d3d27 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_92130859af164aab9b59df0b47ae3fe7 = $(`&lt;div id=&quot;html_92130859af164aab9b59df0b47ae3fe7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;VANDALISM&lt;/div&gt;`)[0];\n",
       "            popup_04bf85f26d418d1e0609386fda6d3d27.setContent(html_92130859af164aab9b59df0b47ae3fe7);\n",
       "        \n",
       "\n",
       "        marker_a4d02ac879a10bf64272f206b514b369.bindPopup(popup_04bf85f26d418d1e0609386fda6d3d27)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e81ea64accfd0bdde8500e12731b7783 = L.marker(\n",
       "                [37.7859988323798, -122.411747371924],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_26ad3a89859f41409049e569e1b21469 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_89c101e9d953adce27d10bb5d284669b = $(`&lt;div id=&quot;html_89c101e9d953adce27d10bb5d284669b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;SUSPICIOUS OCC&lt;/div&gt;`)[0];\n",
       "            popup_26ad3a89859f41409049e569e1b21469.setContent(html_89c101e9d953adce27d10bb5d284669b);\n",
       "        \n",
       "\n",
       "        marker_e81ea64accfd0bdde8500e12731b7783.bindPopup(popup_26ad3a89859f41409049e569e1b21469)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a2b912ab356fbbc546730b03a07d2b1d = L.marker(\n",
       "                [37.7633758058059, -122.420434724553],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_d2d464aac2e882df34589f4e7d8a0008 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_e038af477530c5a2dc07e749e49e1e02 = $(`&lt;div id=&quot;html_e038af477530c5a2dc07e749e49e1e02&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_d2d464aac2e882df34589f4e7d8a0008.setContent(html_e038af477530c5a2dc07e749e49e1e02);\n",
       "        \n",
       "\n",
       "        marker_a2b912ab356fbbc546730b03a07d2b1d.bindPopup(popup_d2d464aac2e882df34589f4e7d8a0008)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_739ce10c6ffdb5fec7b98c1f2e327ef1 = L.marker(\n",
       "                [37.7850226622786, -122.411987643595],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_37b48b288958b45b9072539701719242 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_8f3871db493942321727012dcdad7fc6 = $(`&lt;div id=&quot;html_8f3871db493942321727012dcdad7fc6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_37b48b288958b45b9072539701719242.setContent(html_8f3871db493942321727012dcdad7fc6);\n",
       "        \n",
       "\n",
       "        marker_739ce10c6ffdb5fec7b98c1f2e327ef1.bindPopup(popup_37b48b288958b45b9072539701719242)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b1ab9464857d6c27c55ac3d0b25855fe = L.marker(\n",
       "                [37.7746206491065, -122.500380427915],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_269b315c4165b5c89409ab76bcc680ee = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_c0a89ecb33fd20b5b552407b3b03df59 = $(`&lt;div id=&quot;html_c0a89ecb33fd20b5b552407b3b03df59&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_269b315c4165b5c89409ab76bcc680ee.setContent(html_c0a89ecb33fd20b5b552407b3b03df59);\n",
       "        \n",
       "\n",
       "        marker_b1ab9464857d6c27c55ac3d0b25855fe.bindPopup(popup_269b315c4165b5c89409ab76bcc680ee)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_11ff7f06656ae98a890a19116efaf702 = L.marker(\n",
       "                [37.7751918267217, -122.466558780683],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_dbe8b033e6984b548ab2a25d7cd4d549 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_bd3662414bc2a39e3fd37e4ae6397886 = $(`&lt;div id=&quot;html_bd3662414bc2a39e3fd37e4ae6397886&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ROBBERY&lt;/div&gt;`)[0];\n",
       "            popup_dbe8b033e6984b548ab2a25d7cd4d549.setContent(html_bd3662414bc2a39e3fd37e4ae6397886);\n",
       "        \n",
       "\n",
       "        marker_11ff7f06656ae98a890a19116efaf702.bindPopup(popup_dbe8b033e6984b548ab2a25d7cd4d549)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3a30a71599e0857f71bb98d5088b4d79 = L.marker(\n",
       "                [37.7490841729028, -122.486925960114],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_f08179adcfdbc51be3844c6d39b3fd97 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f6f5387e8d16534541804cfd3b72ca5c = $(`&lt;div id=&quot;html_f6f5387e8d16534541804cfd3b72ca5c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;OTHER OFFENSES&lt;/div&gt;`)[0];\n",
       "            popup_f08179adcfdbc51be3844c6d39b3fd97.setContent(html_f6f5387e8d16534541804cfd3b72ca5c);\n",
       "        \n",
       "\n",
       "        marker_3a30a71599e0857f71bb98d5088b4d79.bindPopup(popup_f08179adcfdbc51be3844c6d39b3fd97)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2ce26f2e773f3254dd4c39a5c3141806 = L.marker(\n",
       "                [37.7685360123583, -122.41561633832],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_824072f750a40ddc91b2bd53a0c01914 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_f01ddac8ef371a1e7695a4a6d0365496 = $(`&lt;div id=&quot;html_f01ddac8ef371a1e7695a4a6d0365496&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;NON-CRIMINAL&lt;/div&gt;`)[0];\n",
       "            popup_824072f750a40ddc91b2bd53a0c01914.setContent(html_f01ddac8ef371a1e7695a4a6d0365496);\n",
       "        \n",
       "\n",
       "        marker_2ce26f2e773f3254dd4c39a5c3141806.bindPopup(popup_824072f750a40ddc91b2bd53a0c01914)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9abe92a189aed393f482057187bba304 = L.marker(\n",
       "                [37.7644297714074, -122.449751652563],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_76494a88ef3ee2d4a2ac5e280eafab7b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_353c605119c2a6cd52708151d715f588 = $(`&lt;div id=&quot;html_353c605119c2a6cd52708151d715f588&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;BURGLARY&lt;/div&gt;`)[0];\n",
       "            popup_76494a88ef3ee2d4a2ac5e280eafab7b.setContent(html_353c605119c2a6cd52708151d715f588);\n",
       "        \n",
       "\n",
       "        marker_9abe92a189aed393f482057187bba304.bindPopup(popup_76494a88ef3ee2d4a2ac5e280eafab7b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e31e445d554752651b247bea2629986b = L.marker(\n",
       "                [37.7644297714074, -122.449751652563],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_94b7b5a4733da4f30556d0463ad9cb4d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_819995a8491500fd4b9c7852b36db1e1 = $(`&lt;div id=&quot;html_819995a8491500fd4b9c7852b36db1e1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_94b7b5a4733da4f30556d0463ad9cb4d.setContent(html_819995a8491500fd4b9c7852b36db1e1);\n",
       "        \n",
       "\n",
       "        marker_e31e445d554752651b247bea2629986b.bindPopup(popup_94b7b5a4733da4f30556d0463ad9cb4d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ecc59d1d38f7ecfb3e20bcb1c36ffb42 = L.marker(\n",
       "                [37.7352681469084, -122.472715759631],\n",
       "                {}\n",
       "            ).addTo(marker_cluster_81bf0e321040141fc7af627e8e2ef5f2);\n",
       "        \n",
       "    \n",
       "        var popup_96834ac114fa3b7d8ffbd8197471a66d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            var html_7d386339dac48c9e911d726ad985beae = $(`&lt;div id=&quot;html_7d386339dac48c9e911d726ad985beae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LARCENY/THEFT&lt;/div&gt;`)[0];\n",
       "            popup_96834ac114fa3b7d8ffbd8197471a66d.setContent(html_7d386339dac48c9e911d726ad985beae);\n",
       "        \n",
       "\n",
       "        marker_ecc59d1d38f7ecfb3e20bcb1c36ffb42.bindPopup(popup_96834ac114fa3b7d8ffbd8197471a66d)\n",
       "        ;\n",
       "\n",
       "        \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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa507b11f90>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from folium import plugins\n",
    "\n",
    "# let's start again with a clean copy of the map of San Francisco\n",
    "sanfran_map = folium.Map(location = [latitude, longitude], zoom_start = 12)\n",
    "\n",
    "# instantiate a mark cluster object for the incidents in the dataframe\n",
    "incidents = plugins.MarkerCluster().add_to(sanfran_map)\n",
    "\n",
    "# loop through the dataframe and add each data point to the mark cluster\n",
    "for lat, lng, label, in zip(df_incidents.Y, df_incidents.X, df_incidents.Category):\n",
    "    folium.Marker(\n",
    "        location=[lat, lng],\n",
    "        icon=None,\n",
    "        popup=label,\n",
    "    ).add_to(incidents)\n",
    "\n",
    "# display map\n",
    "sanfran_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notice how when you zoom out all the way, all markers are grouped into one cluster, *the global cluster*, of 100 markers or crimes, which is the total number of crimes in our dataframe. Once you start zooming in, the *global cluster* will start breaking up into smaller clusters. Zooming in all the way will result in individual markers.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Choropleth Maps <a id=\"8\"></a>\n",
    "\n",
    "A `Choropleth` map is a thematic map in which areas are shaded or patterned in proportion to the measurement of the statistical variable being displayed on the map, such as population density or per-capita income. The choropleth map provides an easy way to visualize how a measurement varies across a geographic area, or it shows the level of variability within a region. Below is a `Choropleth` map of the US depicting the population by square mile per state.\n",
    "\n",
    "<img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/labs/Module%205/images/2000_census_population_density_map_by_state.png\" width=\"600\"> \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's create our own `Choropleth` map of the world depicting immigration from various countries to Canada.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Download the Canadian Immigration dataset and read it into a *pandas* dataframe.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Data downloaded and read into a dataframe!\n"
     ]
    }
   ],
   "source": [
    "df_can = pd.read_csv('https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/Canada.csv')\n",
    "\n",
    "print('Data downloaded and read into a dataframe!')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's take a look at the first five items in our dataset.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "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",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Country</th>\n",
       "      <th>Continent</th>\n",
       "      <th>Region</th>\n",
       "      <th>DevName</th>\n",
       "      <th>1980</th>\n",
       "      <th>1981</th>\n",
       "      <th>1982</th>\n",
       "      <th>1983</th>\n",
       "      <th>1984</th>\n",
       "      <th>1985</th>\n",
       "      <th>...</th>\n",
       "      <th>2005</th>\n",
       "      <th>2006</th>\n",
       "      <th>2007</th>\n",
       "      <th>2008</th>\n",
       "      <th>2009</th>\n",
       "      <th>2010</th>\n",
       "      <th>2011</th>\n",
       "      <th>2012</th>\n",
       "      <th>2013</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>Asia</td>\n",
       "      <td>Southern Asia</td>\n",
       "      <td>Developing regions</td>\n",
       "      <td>16</td>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>47</td>\n",
       "      <td>71</td>\n",
       "      <td>340</td>\n",
       "      <td>...</td>\n",
       "      <td>3436</td>\n",
       "      <td>3009</td>\n",
       "      <td>2652</td>\n",
       "      <td>2111</td>\n",
       "      <td>1746</td>\n",
       "      <td>1758</td>\n",
       "      <td>2203</td>\n",
       "      <td>2635</td>\n",
       "      <td>2004</td>\n",
       "      <td>58639</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Albania</td>\n",
       "      <td>Europe</td>\n",
       "      <td>Southern Europe</td>\n",
       "      <td>Developed regions</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1223</td>\n",
       "      <td>856</td>\n",
       "      <td>702</td>\n",
       "      <td>560</td>\n",
       "      <td>716</td>\n",
       "      <td>561</td>\n",
       "      <td>539</td>\n",
       "      <td>620</td>\n",
       "      <td>603</td>\n",
       "      <td>15699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Algeria</td>\n",
       "      <td>Africa</td>\n",
       "      <td>Northern Africa</td>\n",
       "      <td>Developing regions</td>\n",
       "      <td>80</td>\n",
       "      <td>67</td>\n",
       "      <td>71</td>\n",
       "      <td>69</td>\n",
       "      <td>63</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>3626</td>\n",
       "      <td>4807</td>\n",
       "      <td>3623</td>\n",
       "      <td>4005</td>\n",
       "      <td>5393</td>\n",
       "      <td>4752</td>\n",
       "      <td>4325</td>\n",
       "      <td>3774</td>\n",
       "      <td>4331</td>\n",
       "      <td>69439</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>American Samoa</td>\n",
       "      <td>Oceania</td>\n",
       "      <td>Polynesia</td>\n",
       "      <td>Developing regions</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Andorra</td>\n",
       "      <td>Europe</td>\n",
       "      <td>Southern Europe</td>\n",
       "      <td>Developed regions</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 39 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          Country Continent           Region             DevName  1980  1981  \\\n",
       "0     Afghanistan      Asia    Southern Asia  Developing regions    16    39   \n",
       "1         Albania    Europe  Southern Europe   Developed regions     1     0   \n",
       "2         Algeria    Africa  Northern Africa  Developing regions    80    67   \n",
       "3  American Samoa   Oceania        Polynesia  Developing regions     0     1   \n",
       "4         Andorra    Europe  Southern Europe   Developed regions     0     0   \n",
       "\n",
       "   1982  1983  1984  1985  ...  2005  2006  2007  2008  2009  2010  2011  \\\n",
       "0    39    47    71   340  ...  3436  3009  2652  2111  1746  1758  2203   \n",
       "1     0     0     0     0  ...  1223   856   702   560   716   561   539   \n",
       "2    71    69    63    44  ...  3626  4807  3623  4005  5393  4752  4325   \n",
       "3     0     0     0     0  ...     0     1     0     0     0     0     0   \n",
       "4     0     0     0     0  ...     0     1     1     0     0     0     0   \n",
       "\n",
       "   2012  2013  Total  \n",
       "0  2635  2004  58639  \n",
       "1   620   603  15699  \n",
       "2  3774  4331  69439  \n",
       "3     0     0      6  \n",
       "4     1     1     15  \n",
       "\n",
       "[5 rows x 39 columns]"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_can.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's find out how many entries there are in our dataset.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(195, 39)\n"
     ]
    }
   ],
   "source": [
    "# print the dimensions of the dataframe\n",
    "print(df_can.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In order to create a `Choropleth` map, we need a GeoJSON file that defines the areas/boundaries of the state, county, or country that we are interested in. In our case, since we are endeavoring to create a world map, we want a GeoJSON that defines the boundaries of all world countries. For your convenience, we will be providing you with this file, so let's go ahead and download it. Let's name it **world_countries.json**.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "GeoJSON file downloaded!\n"
     ]
    }
   ],
   "source": [
    "# download countries geojson file\n",
    "! wget --quiet https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/world_countries.json\n",
    "    \n",
    "print('GeoJSON file downloaded!')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that we have the GeoJSON file, let's create a world map, centered around **[0, 0]** *latitude* and *longitude* values, with an initisal zoom level of 2.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "world_geo = r'https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/world_countries.json' # geojson file\n",
    "\n",
    "# create a plain world map\n",
    "world_map = folium.Map(location=[0, 0], zoom_start=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And now to create a `Choropleth` map, we will use the *choropleth* method with the following main parameters:\n",
    "\n",
    "1. `geo_data`, which is the GeoJSON file.\n",
    "2. `data`, which is the dataframe containing the data.\n",
    "3. `columns`, which represents the columns in the dataframe that will be used to create the `Choropleth` map.\n",
    "4. `key_on`, which is the key or variable in the GeoJSON file that contains the name of the variable of interest. To determine that, you will need to open the GeoJSON file using any text editor and note the name of the key or variable that contains the name of the countries, since the countries are our variable of interest. In this case, **name** is the key in the GeoJSON file that contains the name of the countries. Note that this key is case_sensitive, so you need to pass exactly as it exists in the GeoJSON file.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/jupyterlab/conda/envs/python/lib/python3.7/site-packages/folium/folium.py:415: FutureWarning: The choropleth  method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.\n",
      "  FutureWarning\n"
     ]
    },
    {
     "data": {
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       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
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       "            var map_9133bee6963bd9d4855cf0b900dcd9c3 = L.map(\n",
       "                &quot;map_9133bee6963bd9d4855cf0b900dcd9c3&quot;,\n",
       "                {\n",
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       "            var tile_layer_e1d472df8f907caf391b18d7d109d074 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_9133bee6963bd9d4855cf0b900dcd9c3);\n",
       "        \n",
       "    \n",
       "            var choropleth_d9402b08c92a5f94cc9e3c2697cca4fd = L.featureGroup(\n",
       "                {}\n",
       "            ).addTo(map_9133bee6963bd9d4855cf0b900dcd9c3);\n",
       "        \n",
       "    \n",
       "        function geo_json_abcc6cb65995b5e6efb828957f89fabe_styler(feature) {\n",
       "            switch(feature.properties.name) {\n",
       "                case &quot;Antarctica&quot;: case &quot;French Southern and Antarctic Lands&quot;: case &quot;The Bahamas&quot;: case &quot;Bolivia&quot;: case &quot;Brunei&quot;: case &quot;Ivory Coast&quot;: case &quot;Republic of the Congo&quot;: case &quot;Northern Cyprus&quot;: case &quot;Falkland Islands&quot;: case &quot;United Kingdom&quot;: case &quot;Guinea Bissau&quot;: case &quot;Greenland&quot;: case &quot;Iran&quot;: case &quot;South Korea&quot;: case &quot;Kosovo&quot;: case &quot;Laos&quot;: case &quot;Moldova&quot;: case &quot;Macedonia&quot;: case &quot;Puerto Rico&quot;: case &quot;North Korea&quot;: case &quot;South Sudan&quot;: case &quot;Solomon Islands&quot;: case &quot;Somaliland&quot;: case &quot;Republic of Serbia&quot;: case &quot;Syria&quot;: case &quot;East Timor&quot;: case &quot;Taiwan&quot;: case &quot;Venezuela&quot;: case &quot;Vietnam&quot;: case &quot;West Bank&quot;: \n",
       "                    return {&quot;color&quot;: &quot;black&quot;, &quot;fillColor&quot;: &quot;black&quot;, &quot;fillOpacity&quot;: 0.7, &quot;opacity&quot;: 0.2, &quot;weight&quot;: 1};\n",
       "                case &quot;China&quot;: case &quot;India&quot;: \n",
       "                    return {&quot;color&quot;: &quot;black&quot;, &quot;fillColor&quot;: &quot;#bd0026&quot;, &quot;fillOpacity&quot;: 0.7, &quot;opacity&quot;: 0.2, &quot;weight&quot;: 1};\n",
       "                case &quot;Lebanon&quot;: case &quot;Sri Lanka&quot;: case &quot;Poland&quot;: \n",
       "                    return {&quot;color&quot;: &quot;black&quot;, &quot;fillColor&quot;: &quot;#fed976&quot;, &quot;fillOpacity&quot;: 0.7, &quot;opacity&quot;: 0.2, &quot;weight&quot;: 1};\n",
       "                case &quot;Pakistan&quot;: case &quot;United States of America&quot;: \n",
       "                    return {&quot;color&quot;: &quot;black&quot;, &quot;fillColor&quot;: &quot;#feb24c&quot;, &quot;fillOpacity&quot;: 0.7, &quot;opacity&quot;: 0.2, &quot;weight&quot;: 1};\n",
       "                case &quot;Philippines&quot;: \n",
       "                    return {&quot;color&quot;: &quot;black&quot;, &quot;fillColor&quot;: &quot;#f03b20&quot;, &quot;fillOpacity&quot;: 0.7, &quot;opacity&quot;: 0.2, &quot;weight&quot;: 1};\n",
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       "                    return {&quot;color&quot;: &quot;black&quot;, &quot;fillColor&quot;: &quot;#ffffb2&quot;, &quot;fillOpacity&quot;: 0.7, &quot;opacity&quot;: 0.2, &quot;weight&quot;: 1};\n",
       "            }\n",
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       "        function geo_json_abcc6cb65995b5e6efb828957f89fabe_onEachFeature(feature, layer) {\n",
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       "        };\n",
       "        var geo_json_abcc6cb65995b5e6efb828957f89fabe = L.geoJson(null, {\n",
       "                onEachFeature: geo_json_abcc6cb65995b5e6efb828957f89fabe_onEachFeature,\n",
       "            \n",
       "                style: geo_json_abcc6cb65995b5e6efb828957f89fabe_styler,\n",
       "        }).addTo(choropleth_d9402b08c92a5f94cc9e3c2697cca4fd);\n",
       "\n",
       "        function geo_json_abcc6cb65995b5e6efb828957f89fabe_add (data) {\n",
       "            geo_json_abcc6cb65995b5e6efb828957f89fabe.addData(data);\n",
       "        }\n",
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       "        \n",
       "    \n",
       "    var color_map_f5350e26583ff165883658cb494267de = {};\n",
       "\n",
       "    \n",
       "    color_map_f5350e26583ff165883658cb494267de.color = d3.scale.threshold()\n",
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       "    \n",
       "\n",
       "    color_map_f5350e26583ff165883658cb494267de.x = d3.scale.linear()\n",
       "              .domain([1.0, 691904.0])\n",
       "              .range([0, 450 - 50]);\n",
       "\n",
       "    color_map_f5350e26583ff165883658cb494267de.legend = L.control({position: &#x27;topright&#x27;});\n",
       "    color_map_f5350e26583ff165883658cb494267de.legend.onAdd = function (map) {var div = L.DomUtil.create(&#x27;div&#x27;, &#x27;legend&#x27;); return div};\n",
       "    color_map_f5350e26583ff165883658cb494267de.legend.addTo(map_9133bee6963bd9d4855cf0b900dcd9c3);\n",
       "\n",
       "    color_map_f5350e26583ff165883658cb494267de.xAxis = d3.svg.axis()\n",
       "        .scale(color_map_f5350e26583ff165883658cb494267de.x)\n",
       "        .orient(&quot;top&quot;)\n",
       "        .tickSize(1)\n",
       "        .tickValues([1.0, 115318.16666666667, 230635.33333333334, 345952.5, 461269.6666666667, 576586.8333333334, 691904.0]);\n",
       "\n",
       "    color_map_f5350e26583ff165883658cb494267de.svg = d3.select(&quot;.legend.leaflet-control&quot;).append(&quot;svg&quot;)\n",
       "        .attr(&quot;id&quot;, &#x27;legend&#x27;)\n",
       "        .attr(&quot;width&quot;, 450)\n",
       "        .attr(&quot;height&quot;, 40);\n",
       "\n",
       "    color_map_f5350e26583ff165883658cb494267de.g = color_map_f5350e26583ff165883658cb494267de.svg.append(&quot;g&quot;)\n",
       "        .attr(&quot;class&quot;, &quot;key&quot;)\n",
       "        .attr(&quot;transform&quot;, &quot;translate(25,16)&quot;);\n",
       "\n",
       "    color_map_f5350e26583ff165883658cb494267de.g.selectAll(&quot;rect&quot;)\n",
       "        .data(color_map_f5350e26583ff165883658cb494267de.color.range().map(function(d, i) {\n",
       "          return {\n",
       "            x0: i ? color_map_f5350e26583ff165883658cb494267de.x(color_map_f5350e26583ff165883658cb494267de.color.domain()[i - 1]) : color_map_f5350e26583ff165883658cb494267de.x.range()[0],\n",
       "            x1: i &lt; color_map_f5350e26583ff165883658cb494267de.color.domain().length ? color_map_f5350e26583ff165883658cb494267de.x(color_map_f5350e26583ff165883658cb494267de.color.domain()[i]) : color_map_f5350e26583ff165883658cb494267de.x.range()[1],\n",
       "            z: d\n",
       "          };\n",
       "        }))\n",
       "      .enter().append(&quot;rect&quot;)\n",
       "        .attr(&quot;height&quot;, 40 - 30)\n",
       "        .attr(&quot;x&quot;, function(d) { return d.x0; })\n",
       "        .attr(&quot;width&quot;, function(d) { return d.x1 - d.x0; })\n",
       "        .style(&quot;fill&quot;, function(d) { return d.z; });\n",
       "\n",
       "    color_map_f5350e26583ff165883658cb494267de.g.call(color_map_f5350e26583ff165883658cb494267de.xAxis).append(&quot;text&quot;)\n",
       "        .attr(&quot;class&quot;, &quot;caption&quot;)\n",
       "        .attr(&quot;y&quot;, 21)\n",
       "        .text(&quot;Immigration to Canada&quot;);\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>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7fa50864d4d0>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# generate choropleth map using the total immigration of each country to Canada from 1980 to 2013\n",
    "world_map.choropleth(\n",
    "    geo_data=world_geo,\n",
    "    data=df_can,\n",
    "    columns=['Country', 'Total'],\n",
    "    key_on='feature.properties.name',\n",
    "    fill_color='YlOrRd', \n",
    "    fill_opacity=0.7, \n",
    "    line_opacity=0.2,\n",
    "    legend_name='Immigration to Canada',\n",
    "    reset=True\n",
    ")\n",
    "\n",
    "# display map\n",
    "world_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As per our `Choropleth` map legend, the darker the color of a country and the closer the color to red, the higher the number of immigrants from that country. Accordingly, the highest immigration over the course of 33 years (from 1980 to 2013) was from China, India, and the Philippines, followed by Poland, Pakistan, and interestingly, the US.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Thank you for completing this lab!\n",
    "\n",
    "\n",
    "## Author\n",
    "\n",
    "[Alex Aklson](https://www.linkedin.com/in/aklson/).\n",
    "\n",
    "\n",
    "\n",
    "## Change Log\n",
    "\n",
    "\n",
    "|  Date (YYYY-MM-DD) |  Version | Changed By  |  Change Description |\n",
    "|---|---|---|---|\n",
    "|2023-11-29   | 2.7 | Pratiksha Verma | Updated Map Tiles |\n",
    "| 2023-07-07  | 2.6 | Dr. Pooja | Fixed code for CircleMarker. |\n",
    "| 2023-06-11  | 2.5 | Dr. Pooja | Fixed to work on clean data. |\n",
    "| 2020-05-29  | 2.4 | Weiqing Wang | Fixed typos and code spells. |\n",
    "| 2020-01-20  | 2.3 | Lakshmi Holla | Updated TOC markdown |\n",
    "| 2020-11-03  | 2.2 | Lakshmi Holla | Made changes in URL |\n",
    "| 2020-10-06  | 2.1  | Lakshmi Holla | Removed Map Box Bright Style |\n",
    "| 2020-08-27  | 2.0  | Lavanya  |  Moved lab to course repo in GitLab |\n",
    "\n",
    "\n",
    "\n",
    "## <h3 align=\"center\"> © IBM Corporation 2020. All rights reserved. <h3/>\n"
   ]
  }
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