GEOCODINGG.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c631edc0",
   "metadata": {},
   "source": [
    "# HOW TO GEOCODE AND MAP ADDRESSES USING Geopy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0a8f99ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import geopandas as gpd\n",
    "import numpy as np\n",
    "import folium\n",
    "from folium import Marker\n",
    "import warnings"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01d45764",
   "metadata": {},
   "source": [
    "\n",
    "Geocoding is the process of converting the name of a place or an address into geographic coordinates, typically latitude and longitude. \n",
    "This enables the location to be identified on a map and used in various applications and services.\n",
    "Geocoding is commonly used in navigation systems, mapping services, and geospatial analysis. \n",
    "It allows for precise positioning and spatial analysis based on the geographic data associated with a particular address or place. Geocoding is achieved by using geocoding software or APIs (Application Programming Interfaces) that access geospatial databases containing information about addresses and their corresponding coordinates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f45477a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "from geopy.geocoders import Nominatim"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c86d5e03",
   "metadata": {},
   "source": [
    "Nominatim is a widely used geocoding software.\n",
    "It is an open-source and free geocoder that is developed and maintained by the OpenStreetMap (OSM) community. \n",
    "Nominatim converts addresses and place names into geographic coordinates, allowing users to search for locations and retrieve their corresponding latitude and longitude values.\n",
    "It is commonly used in various applications and services that require geocoding functionality, such as mapping platforms, location-based services, and geospatial analysis tools.\n",
    "Nominatim utilizes the data available in the OpenStreetMap database to perform geocoding operations and provides accurate and reliable results for a wide range of locations worldwide."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "806f179a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "14 7m 19.5535s N, 38 43m 55.8296s E\n",
      "ኣኽሱም, Central Tigray, ትግራይ, ኢትዮጵያ\n"
     ]
    }
   ],
   "source": [
    "geolocator=Nominatim(user_agent=\"kdrmohammed@gmail.com\")\n",
    "location=geolocator.geocode(\"Aksum\")\n",
    "print(location.point)\n",
    "print(location.address)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "c87ba817",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Latitude: 14.1220982\n",
      "Longitude: 38.7321749\n"
     ]
    }
   ],
   "source": [
    "point=location.point\n",
    "print(\"Latitude:\", point.latitude)\n",
    "print(\"Longitude:\", point.longitude)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3ff0b5a8",
   "metadata": {},
   "source": [
    "# How to geocode many different locations at once"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "7068b547",
   "metadata": {},
   "outputs": [],
   "source": [
    "uni=pd.read_csv(\"top_universities.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "330244f7",
   "metadata": {},
   "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>Name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>University of Oxford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>University of Cambridge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Imperial College London</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ETH Zurich</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>UCL</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Name\n",
       "0     University of Oxford\n",
       "1  University of Cambridge\n",
       "2  Imperial College London\n",
       "3               ETH Zurich\n",
       "4                      UCL"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "uni.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0323d2a7",
   "metadata": {},
   "source": [
    "To apply the geocoder to every row in a DataFrame using a lambda function, you can use the apply method provided by pandas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "2e723375",
   "metadata": {},
   "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>Name</th>\n",
       "      <th>geocode</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>University of Oxford</td>\n",
       "      <td>(Sherardian Library of Plant Taxonomy, South P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>University of Cambridge</td>\n",
       "      <td>(Museum of Classical Archaeology and Faculty o...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Imperial College London</td>\n",
       "      <td>(Imperial College London, Exhibition Road, Kni...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ETH Zurich</td>\n",
       "      <td>(ETH Zürich, 130, Binzmühlestrasse, Oerlikon, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>UCL</td>\n",
       "      <td>(UCL, 188, Tottenham Court Road, St Giles, Fit...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Name                                            geocode\n",
       "0     University of Oxford  (Sherardian Library of Plant Taxonomy, South P...\n",
       "1  University of Cambridge  (Museum of Classical Archaeology and Faculty o...\n",
       "2  Imperial College London  (Imperial College London, Exhibition Road, Kni...\n",
       "3               ETH Zurich  (ETH Zürich, 130, Binzmühlestrasse, Oerlikon, ...\n",
       "4                      UCL  (UCL, 188, Tottenham Court Road, St Giles, Fit..."
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "uni['geocode']=uni['Name'].apply(geolocator.geocode)\n",
    "uni.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5daa036",
   "metadata": {},
   "source": [
    "# Extract the Latitude and Longitude Coordinates"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5bdb4594",
   "metadata": {},
   "source": [
    "To retrieve the latitude and longitude information from the geocode column, we can loop through the contents and store the result in a new column."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "61b7eaf1",
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'NoneType' object has no attribute 'latitude'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[25], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m uni[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlatitude\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m=\u001b[39m\u001b[43m[\u001b[49m\u001b[43mg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlatitude\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mg\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43muni\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgeocode\u001b[49m\u001b[43m]\u001b[49m\n\u001b[0;32m      2\u001b[0m uni[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlongitude\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m=\u001b[39m[g\u001b[38;5;241m.\u001b[39mlongitude \u001b[38;5;28;01mfor\u001b[39;00m g \u001b[38;5;129;01min\u001b[39;00m uni\u001b[38;5;241m.\u001b[39mgeocode]\n",
      "Cell \u001b[1;32mIn[25], line 1\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[1;32m----> 1\u001b[0m uni[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlatitude\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m=\u001b[39m[\u001b[43mg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlatitude\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m g \u001b[38;5;129;01min\u001b[39;00m uni\u001b[38;5;241m.\u001b[39mgeocode]\n\u001b[0;32m      2\u001b[0m uni[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlongitude\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m=\u001b[39m[g\u001b[38;5;241m.\u001b[39mlongitude \u001b[38;5;28;01mfor\u001b[39;00m g \u001b[38;5;129;01min\u001b[39;00m uni\u001b[38;5;241m.\u001b[39mgeocode]\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'latitude'"
     ]
    }
   ],
   "source": [
    "uni['latitude']=[g.latitude for g in uni.geocode]\n",
    "uni['longitude']=[g.longitude for g in uni.geocode]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f243e36",
   "metadata": {},
   "source": [
    "Check for null value in geocode"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "40b039d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "null=uni.isnull()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "5dabd519",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     Name  geocode\n",
      "0   False    False\n",
      "1   False    False\n",
      "2   False    False\n",
      "3   False    False\n",
      "4   False    False\n",
      "..    ...      ...\n",
      "95  False    False\n",
      "96  False     True\n",
      "97  False    False\n",
      "98  False    False\n",
      "99  False    False\n",
      "\n",
      "[100 rows x 2 columns]\n"
     ]
    }
   ],
   "source": [
    "print(null)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "936e728c",
   "metadata": {},
   "source": [
    "Remove the null values from the DataFrame uni using the dropna() function and store the resulting DataFrame as uni1."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "5477b075",
   "metadata": {},
   "outputs": [],
   "source": [
    "uni1=uni.dropna(inplace=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b8d5597",
   "metadata": {},
   "source": [
    "retrieve the latitude and longitude information from the geocode column, we can loop through the contents and store the result in a new column.\n",
    "Hope this time it works"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "dc174bfa",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\kedir\\AppData\\Local\\Temp\\ipykernel_6388\\371656117.py:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  uni1['latitude']=[g.latitude for g in uni1.geocode]\n",
      "C:\\Users\\kedir\\AppData\\Local\\Temp\\ipykernel_6388\\371656117.py:2: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  uni1['longitude']=[g.longitude for g in uni1.geocode]\n"
     ]
    }
   ],
   "source": [
    "uni1['latitude']=[g.latitude for g in uni1.geocode]\n",
    "uni1['longitude']=[g.longitude for g in uni1.geocode]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "971b6465",
   "metadata": {},
   "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>Name</th>\n",
       "      <th>geocode</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>University of Oxford</td>\n",
       "      <td>(Sherardian Library of Plant Taxonomy, South P...</td>\n",
       "      <td>51.759037</td>\n",
       "      <td>-1.252430</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>University of Cambridge</td>\n",
       "      <td>(Museum of Classical Archaeology and Faculty o...</td>\n",
       "      <td>52.200623</td>\n",
       "      <td>0.110474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Imperial College London</td>\n",
       "      <td>(Imperial College London, Exhibition Road, Kni...</td>\n",
       "      <td>51.498959</td>\n",
       "      <td>-0.175641</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ETH Zurich</td>\n",
       "      <td>(ETH Zürich, 130, Binzmühlestrasse, Oerlikon, ...</td>\n",
       "      <td>47.413218</td>\n",
       "      <td>8.537491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>UCL</td>\n",
       "      <td>(UCL, 188, Tottenham Court Road, St Giles, Fit...</td>\n",
       "      <td>51.521785</td>\n",
       "      <td>-0.135151</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Name                                            geocode   \n",
       "0     University of Oxford  (Sherardian Library of Plant Taxonomy, South P...  \\\n",
       "1  University of Cambridge  (Museum of Classical Archaeology and Faculty o...   \n",
       "2  Imperial College London  (Imperial College London, Exhibition Road, Kni...   \n",
       "3               ETH Zurich  (ETH Zürich, 130, Binzmühlestrasse, Oerlikon, ...   \n",
       "4                      UCL  (UCL, 188, Tottenham Court Road, St Giles, Fit...   \n",
       "\n",
       "    latitude  longitude  \n",
       "0  51.759037  -1.252430  \n",
       "1  52.200623   0.110474  \n",
       "2  51.498959  -0.175641  \n",
       "3  47.413218   8.537491  \n",
       "4  51.521785  -0.135151  "
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "uni1.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b1020046",
   "metadata": {},
   "source": [
    "# Map the Addreses using Folium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "5769273d",
   "metadata": {},
   "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;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
       "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
       "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
       "            &lt;style&gt;\n",
       "                #map_4db0ecc4c5bc3e984ebf690df192658d {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "                .leaflet-container { font-size: 1rem; }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_4db0ecc4c5bc3e984ebf690df192658d&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_4db0ecc4c5bc3e984ebf690df192658d = L.map(\n",
       "                &quot;map_4db0ecc4c5bc3e984ebf690df192658d&quot;,\n",
       "                {\n",
       "                    center: [54.0, 15.0],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 2,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_51201cae9db17a27cb94e8d640c0527f = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; 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_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "            var marker_a0355ee2a2fe959be70726bc5b8c6241 = L.marker(\n",
       "                [51.7590373, -1.2524298],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_f0815f5525b58307b7c0c93c2dd03a2b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8474b8d47880f8bf812d4f041544a871 = $(`&lt;div id=&quot;html_8474b8d47880f8bf812d4f041544a871&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Oxford&lt;/div&gt;`)[0];\n",
       "                popup_f0815f5525b58307b7c0c93c2dd03a2b.setContent(html_8474b8d47880f8bf812d4f041544a871);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a0355ee2a2fe959be70726bc5b8c6241.bindPopup(popup_f0815f5525b58307b7c0c93c2dd03a2b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_23935856ce69ef1394c04cd4f4ddd9d9 = L.marker(\n",
       "                [52.2006233, 0.1104744],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_648145f427c927448633737439d2a287 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2f3d8943c266eb8bb5d482eeac807891 = $(`&lt;div id=&quot;html_2f3d8943c266eb8bb5d482eeac807891&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Cambridge&lt;/div&gt;`)[0];\n",
       "                popup_648145f427c927448633737439d2a287.setContent(html_2f3d8943c266eb8bb5d482eeac807891);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_23935856ce69ef1394c04cd4f4ddd9d9.bindPopup(popup_648145f427c927448633737439d2a287)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_218b3d8246b84261b9f1e4c6ea31e18a = L.marker(\n",
       "                [51.4989595, -0.17564069276310426],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_446ad96846024301cebef47c4a020bf2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1cad87ab8681c6d9701ad76d07253686 = $(`&lt;div id=&quot;html_1cad87ab8681c6d9701ad76d07253686&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Imperial College London&lt;/div&gt;`)[0];\n",
       "                popup_446ad96846024301cebef47c4a020bf2.setContent(html_1cad87ab8681c6d9701ad76d07253686);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_218b3d8246b84261b9f1e4c6ea31e18a.bindPopup(popup_446ad96846024301cebef47c4a020bf2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_681b489ad93be7b601c0c29089e21ed6 = L.marker(\n",
       "                [47.413218, 8.5374914],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_eabedec85e22e5395b793a255490edc4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_463a922d25611c5fc124480ababe3b4f = $(`&lt;div id=&quot;html_463a922d25611c5fc124480ababe3b4f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;ETH Zurich&lt;/div&gt;`)[0];\n",
       "                popup_eabedec85e22e5395b793a255490edc4.setContent(html_463a922d25611c5fc124480ababe3b4f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_681b489ad93be7b601c0c29089e21ed6.bindPopup(popup_eabedec85e22e5395b793a255490edc4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c244aa4490d3ac6ecba3e9b124016329 = L.marker(\n",
       "                [51.5217852, -0.13515149671251314],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_5f26ca1f327610462a40aed41d0281cc = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b61d3334efb58f8090d7941e275d0963 = $(`&lt;div id=&quot;html_b61d3334efb58f8090d7941e275d0963&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;UCL&lt;/div&gt;`)[0];\n",
       "                popup_5f26ca1f327610462a40aed41d0281cc.setContent(html_b61d3334efb58f8090d7941e275d0963);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c244aa4490d3ac6ecba3e9b124016329.bindPopup(popup_5f26ca1f327610462a40aed41d0281cc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_48513bf82090f15048f957f2de219622 = L.marker(\n",
       "                [51.51426105, -0.11673351981492822],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_510b461a518c9890fd56bdcab966f4d8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_41170a0b49c3713dc4b086941a9ca4aa = $(`&lt;div id=&quot;html_41170a0b49c3713dc4b086941a9ca4aa&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;London School of Economics and Political Science&lt;/div&gt;`)[0];\n",
       "                popup_510b461a518c9890fd56bdcab966f4d8.setContent(html_41170a0b49c3713dc4b086941a9ca4aa);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_48513bf82090f15048f957f2de219622.bindPopup(popup_510b461a518c9890fd56bdcab966f4d8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f736534b31eeaf0f56398f885a529d4c = L.marker(\n",
       "                [55.94407645, -3.1883735563964555],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_606b09965ac8c912ce52d8bd6161482f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c6adf639893483177401a44e6a382f49 = $(`&lt;div id=&quot;html_c6adf639893483177401a44e6a382f49&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Edinburgh&lt;/div&gt;`)[0];\n",
       "                popup_606b09965ac8c912ce52d8bd6161482f.setContent(html_c6adf639893483177401a44e6a382f49);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f736534b31eeaf0f56398f885a529d4c.bindPopup(popup_606b09965ac8c912ce52d8bd6161482f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1cb70e826f8a44d7caa586cd5c387244 = L.marker(\n",
       "                [48.2469873, 11.544935443359439],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_b22e18d1b00238320142f64aff19ec8c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_73a6002260b9c31f75bbaecbc3e3e137 = $(`&lt;div id=&quot;html_73a6002260b9c31f75bbaecbc3e3e137&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;LMU Munich&lt;/div&gt;`)[0];\n",
       "                popup_b22e18d1b00238320142f64aff19ec8c.setContent(html_73a6002260b9c31f75bbaecbc3e3e137);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1cb70e826f8a44d7caa586cd5c387244.bindPopup(popup_b22e18d1b00238320142f64aff19ec8c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3a1434a5395fe5b213f9b0382e5dae74 = L.marker(\n",
       "                [46.518659400000004, 6.566561505148001],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_6aa296f5f48d39d7118f20035748d162 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_09ed151f2a661629f7738edc8fc62021 = $(`&lt;div id=&quot;html_09ed151f2a661629f7738edc8fc62021&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;École Polytechnique Fédérale de Lausanne&lt;/div&gt;`)[0];\n",
       "                popup_6aa296f5f48d39d7118f20035748d162.setContent(html_09ed151f2a661629f7738edc8fc62021);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3a1434a5395fe5b213f9b0382e5dae74.bindPopup(popup_6aa296f5f48d39d7118f20035748d162)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bffd12fd211e1be1376ad310abd5ccca = L.marker(\n",
       "                [51.5060001, -0.1121582948025203],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_22731c5d7caec3ac4221043c011b1fe3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e0bccfda5d991571f7d5b696cdf3239 = $(`&lt;div id=&quot;html_5e0bccfda5d991571f7d5b696cdf3239&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;King’s College London&lt;/div&gt;`)[0];\n",
       "                popup_22731c5d7caec3ac4221043c011b1fe3.setContent(html_5e0bccfda5d991571f7d5b696cdf3239);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bffd12fd211e1be1376ad310abd5ccca.bindPopup(popup_22731c5d7caec3ac4221043c011b1fe3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_40af5cf4de44cedf77237a84b4ac53b0 = L.marker(\n",
       "                [59.219549549999996, 17.94005487275674],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_a8386066b3aff3d5c7fad117a4061197 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_85f5d61a118cb24e150aed43b97950c8 = $(`&lt;div id=&quot;html_85f5d61a118cb24e150aed43b97950c8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Karolinska Institute&lt;/div&gt;`)[0];\n",
       "                popup_a8386066b3aff3d5c7fad117a4061197.setContent(html_85f5d61a118cb24e150aed43b97950c8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_40af5cf4de44cedf77237a84b4ac53b0.bindPopup(popup_a8386066b3aff3d5c7fad117a4061197)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dbe174771c5fd10b932b2c618b1acdf8 = L.marker(\n",
       "                [1.3078539, 103.7776795],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_b32290447ec45fdea1ea295f7eb89155 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f89c459974b1f1a6bd87b3b610fb5688 = $(`&lt;div id=&quot;html_f89c459974b1f1a6bd87b3b610fb5688&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Technical University of Munich&lt;/div&gt;`)[0];\n",
       "                popup_b32290447ec45fdea1ea295f7eb89155.setContent(html_f89c459974b1f1a6bd87b3b610fb5688);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dbe174771c5fd10b932b2c618b1acdf8.bindPopup(popup_b32290447ec45fdea1ea295f7eb89155)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ee3e73d937c0a913516f8b2f58ddce10 = L.marker(\n",
       "                [49.419318849999996, 8.67020439452228],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_5970a3390d201b14de4eec544f1c1da3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_46d88e9bcd076a476370c0a735edde60 = $(`&lt;div id=&quot;html_46d88e9bcd076a476370c0a735edde60&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Heidelberg University&lt;/div&gt;`)[0];\n",
       "                popup_5970a3390d201b14de4eec544f1c1da3.setContent(html_46d88e9bcd076a476370c0a735edde60);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ee3e73d937c0a913516f8b2f58ddce10.bindPopup(popup_5970a3390d201b14de4eec544f1c1da3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_47832d02be453ebbddf21a8d017d4a7d = L.marker(\n",
       "                [50.80571285, 3.2915374489139757],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_3eb2a72fb0df77eecb9ba08179db5c8b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_df0ef39cf992758041250c261994117b = $(`&lt;div id=&quot;html_df0ef39cf992758041250c261994117b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;KU Leuven&lt;/div&gt;`)[0];\n",
       "                popup_3eb2a72fb0df77eecb9ba08179db5c8b.setContent(html_df0ef39cf992758041250c261994117b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_47832d02be453ebbddf21a8d017d4a7d.bindPopup(popup_3eb2a72fb0df77eecb9ba08179db5c8b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f7e556d04a7f8d3dc0cda730bc5e1298 = L.marker(\n",
       "                [53.4657087, -2.232734319907597],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_3cb32eadab8641bd4ce8acb04def4b12 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3c9683aecea1ca8d3378d95325660330 = $(`&lt;div id=&quot;html_3c9683aecea1ca8d3378d95325660330&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Manchester&lt;/div&gt;`)[0];\n",
       "                popup_3cb32eadab8641bd4ce8acb04def4b12.setContent(html_3c9683aecea1ca8d3378d95325660330);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f7e556d04a7f8d3dc0cda730bc5e1298.bindPopup(popup_3cb32eadab8641bd4ce8acb04def4b12)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_902b3ee6a1fca841bd77de69cc318a94 = L.marker(\n",
       "                [51.99882735, 4.373960368154041],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_6b6d40007dc76fae9a5d0d1e30a20555 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d412143250938bb2dc11a6da21655ef9 = $(`&lt;div id=&quot;html_d412143250938bb2dc11a6da21655ef9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Delft University of Technology&lt;/div&gt;`)[0];\n",
       "                popup_6b6d40007dc76fae9a5d0d1e30a20555.setContent(html_d412143250938bb2dc11a6da21655ef9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_902b3ee6a1fca841bd77de69cc318a94.bindPopup(popup_6b6d40007dc76fae9a5d0d1e30a20555)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_00ebbc7c66b7f2e60b472b3bbc0e5bea = L.marker(\n",
       "                [51.98544495, 5.663212001137484],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_f524621dbf88d88d0e8aa653c4706668 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e7b82389962b6df04ff308db220c2992 = $(`&lt;div id=&quot;html_e7b82389962b6df04ff308db220c2992&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Wageningen University &amp; Research&lt;/div&gt;`)[0];\n",
       "                popup_f524621dbf88d88d0e8aa653c4706668.setContent(html_e7b82389962b6df04ff308db220c2992);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_00ebbc7c66b7f2e60b472b3bbc0e5bea.bindPopup(popup_f524621dbf88d88d0e8aa653c4706668)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1c5872ee069a6c0c2e8b51f91c2c2aa0 = L.marker(\n",
       "                [52.36813335, 4.889804155733945],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_ede7ef338895250a1fe8a1c973ea3c3a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7366b091f5ce0291c7c314fd1be38491 = $(`&lt;div id=&quot;html_7366b091f5ce0291c7c314fd1be38491&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Amsterdam&lt;/div&gt;`)[0];\n",
       "                popup_ede7ef338895250a1fe8a1c973ea3c3a.setContent(html_7366b091f5ce0291c7c314fd1be38491);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1c5872ee069a6c0c2e8b51f91c2c2aa0.bindPopup(popup_ede7ef338895250a1fe8a1c973ea3c3a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1eadde364680a21454fdcf3b667437bf = L.marker(\n",
       "                [52.5183402, 13.392920232320172],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_0e94d849fe61f31189d9e33f4df116e3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bf14cd1cc1f678369f7d6ab7a92696be = $(`&lt;div id=&quot;html_bf14cd1cc1f678369f7d6ab7a92696be&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Humboldt University of Berlin&lt;/div&gt;`)[0];\n",
       "                popup_0e94d849fe61f31189d9e33f4df116e3.setContent(html_bf14cd1cc1f678369f7d6ab7a92696be);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1eadde364680a21454fdcf3b667437bf.bindPopup(popup_0e94d849fe61f31189d9e33f4df116e3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6089dbedb89f6c2eed3c981effe47b35 = L.marker(\n",
       "                [52.168633850000006, 4.45966324754191],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_fcf812d0438e60fce8e1a58d7fd97841 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d4dc1fd0e9d1d4583fb0e0996afa433d = $(`&lt;div id=&quot;html_d4dc1fd0e9d1d4583fb0e0996afa433d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Leiden University&lt;/div&gt;`)[0];\n",
       "                popup_fcf812d0438e60fce8e1a58d7fd97841.setContent(html_d4dc1fd0e9d1d4583fb0e0996afa433d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6089dbedb89f6c2eed3c981effe47b35.bindPopup(popup_fcf812d0438e60fce8e1a58d7fd97841)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_15edc6600738430f14239851f30afabb = L.marker(\n",
       "                [51.9229171, 4.487612362865811],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_8724d938d0b3d556b876373c79d522b9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_91038b2b23873a9aff06ebe63b55e154 = $(`&lt;div id=&quot;html_91038b2b23873a9aff06ebe63b55e154&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Erasmus University Rotterdam&lt;/div&gt;`)[0];\n",
       "                popup_8724d938d0b3d556b876373c79d522b9.setContent(html_91038b2b23873a9aff06ebe63b55e154);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_15edc6600738430f14239851f30afabb.bindPopup(popup_8724d938d0b3d556b876373c79d522b9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_860b34a01e20e20ab5a6a01b4f99c08d = L.marker(\n",
       "                [48.846899699999994, 2.357448653115875],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_e80563ee8834855726aab07f78feb0e6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1f9f6821c2311ab537c64519f722d031 = $(`&lt;div id=&quot;html_1f9f6821c2311ab537c64519f722d031&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Sorbonne University&lt;/div&gt;`)[0];\n",
       "                popup_e80563ee8834855726aab07f78feb0e6.setContent(html_1f9f6821c2311ab537c64519f722d031);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_860b34a01e20e20ab5a6a01b4f99c08d.bindPopup(popup_e80563ee8834855726aab07f78feb0e6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4502ff894edf34a24c22f267b8e6dc77 = L.marker(\n",
       "                [52.08340265, 5.148315067762755],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_81db93b983c880e09a656a6712b6a395 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e32567cdd18fcebad1d4d6f462b5b5f2 = $(`&lt;div id=&quot;html_e32567cdd18fcebad1d4d6f462b5b5f2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Utrecht University&lt;/div&gt;`)[0];\n",
       "                popup_81db93b983c880e09a656a6712b6a395.setContent(html_e32567cdd18fcebad1d4d6f462b5b5f2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4502ff894edf34a24c22f267b8e6dc77.bindPopup(popup_81db93b983c880e09a656a6712b6a395)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0dc01aba4d16eb3d7a71914d89345505 = L.marker(\n",
       "                [46.793058, 7.157106],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_7496844ad90a48b551e56ea6598965bb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_58400aa6a54bc74e392f88da535c91ee = $(`&lt;div id=&quot;html_58400aa6a54bc74e392f88da535c91ee&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Freiburg&lt;/div&gt;`)[0];\n",
       "                popup_7496844ad90a48b551e56ea6598965bb.setContent(html_58400aa6a54bc74e392f88da535c91ee);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0dc01aba4d16eb3d7a71914d89345505.bindPopup(popup_7496844ad90a48b551e56ea6598965bb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d53e2067deb769193e5f25359fbe8d6f = L.marker(\n",
       "                [51.4582866, -2.601568350796178],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_b6de57221ab8eb4589ba5a94c2f05362 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c093da19ab74f68f134e567bc5d0eff8 = $(`&lt;div id=&quot;html_c093da19ab74f68f134e567bc5d0eff8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Bristol&lt;/div&gt;`)[0];\n",
       "                popup_b6de57221ab8eb4589ba5a94c2f05362.setContent(html_c093da19ab74f68f134e567bc5d0eff8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d53e2067deb769193e5f25359fbe8d6f.bindPopup(popup_b6de57221ab8eb4589ba5a94c2f05362)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_683920394d3f36809193dea3029166a1 = L.marker(\n",
       "                [53.21944155, 6.562986329174857],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_dc09403644de0f0ed47368900151b7c6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d6a22d6e2e662d9dc8483bb934ee1b8c = $(`&lt;div id=&quot;html_d6a22d6e2e662d9dc8483bb934ee1b8c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Groningen&lt;/div&gt;`)[0];\n",
       "                popup_dc09403644de0f0ed47368900151b7c6.setContent(html_d6a22d6e2e662d9dc8483bb934ee1b8c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_683920394d3f36809193dea3029166a1.bindPopup(popup_dc09403644de0f0ed47368900151b7c6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9ba12ce695622bdc2a3056dad83f05d1 = L.marker(\n",
       "                [52.3813073, -1.5639569481637439],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_e1b2ed6980e9b1b950c2fdc5687a65c5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_62ebeeac0bcd058ccc6c5cdb89e84004 = $(`&lt;div id=&quot;html_62ebeeac0bcd058ccc6c5cdb89e84004&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Warwick&lt;/div&gt;`)[0];\n",
       "                popup_e1b2ed6980e9b1b950c2fdc5687a65c5.setContent(html_62ebeeac0bcd058ccc6c5cdb89e84004);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9ba12ce695622bdc2a3056dad83f05d1.bindPopup(popup_e1b2ed6980e9b1b950c2fdc5687a65c5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_106db974b537e0e70d1e965384b4aebb = L.marker(\n",
       "                [50.7791645, 6.068920971222876],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_a8a4e4f13340adfec7621593a99899b2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8d0ae52fd78818f2ecdd7809e59576c6 = $(`&lt;div id=&quot;html_8d0ae52fd78818f2ecdd7809e59576c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;RWTH Aachen University&lt;/div&gt;`)[0];\n",
       "                popup_a8a4e4f13340adfec7621593a99899b2.setContent(html_8d0ae52fd78818f2ecdd7809e59576c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_106db974b537e0e70d1e965384b4aebb.bindPopup(popup_a8a4e4f13340adfec7621593a99899b2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a99bdd6649c802edf6699294d196657e = L.marker(\n",
       "                [59.8617859, 17.6376705],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_a2f800814537128c24999ea87ee85deb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9654cb1937bb6fd5124577ab425eaedd = $(`&lt;div id=&quot;html_9654cb1937bb6fd5124577ab425eaedd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Uppsala University&lt;/div&gt;`)[0];\n",
       "                popup_a2f800814537128c24999ea87ee85deb.setContent(html_9654cb1937bb6fd5124577ab425eaedd);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a99bdd6649c802edf6699294d196657e.bindPopup(popup_a2f800814537128c24999ea87ee85deb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2a763b35f887ce7ed084f5d43861e053 = L.marker(\n",
       "                [48.53405945, 9.071244429234808],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_c963ce42131e732d50185e1e6a5bfe8a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8fa4620e4eaa588415d3d785bf5f63ec = $(`&lt;div id=&quot;html_8fa4620e4eaa588415d3d785bf5f63ec&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Tübingen&lt;/div&gt;`)[0];\n",
       "                popup_c963ce42131e732d50185e1e6a5bfe8a.setContent(html_8fa4620e4eaa588415d3d785bf5f63ec);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2a763b35f887ce7ed084f5d43861e053.bindPopup(popup_c963ce42131e732d50185e1e6a5bfe8a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0c47fa30e252af160d36d62a470cd074 = L.marker(\n",
       "                [52.5299885, 13.34866394036122],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_fbb081aff6a266fdc648cabf5ef9053e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e158485c851ab8e55b38c09b13012d8d = $(`&lt;div id=&quot;html_e158485c851ab8e55b38c09b13012d8d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Charité - Universitätsmedizin Berlin&lt;/div&gt;`)[0];\n",
       "                popup_fbb081aff6a266fdc648cabf5ef9053e.setContent(html_e158485c851ab8e55b38c09b13012d8d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0c47fa30e252af160d36d62a470cd074.bindPopup(popup_fbb081aff6a266fdc648cabf5ef9053e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bff5dab8b548dbac0503aa7ef8617b1f = L.marker(\n",
       "                [47.49684345, 8.72980716809498],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_cb2c2a3495a26eb0108aca9f39e6c6e1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0fa8179ea761a6b5d1f95d20ecab548b = $(`&lt;div id=&quot;html_0fa8179ea761a6b5d1f95d20ecab548b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Zurich&lt;/div&gt;`)[0];\n",
       "                popup_cb2c2a3495a26eb0108aca9f39e6c6e1.setContent(html_0fa8179ea761a6b5d1f95d20ecab548b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bff5dab8b548dbac0503aa7ef8617b1f.bindPopup(popup_cb2c2a3495a26eb0108aca9f39e6c6e1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0d1c070b92d0382b5c3b1c0173604e50 = L.marker(\n",
       "                [55.872315349999994, -4.289219112981823],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_8d33c73e7ffc1d98a96af1dc2db34ee3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ce1b410a7a1c4b110647f83e9e8a34f8 = $(`&lt;div id=&quot;html_ce1b410a7a1c4b110647f83e9e8a34f8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Glasgow&lt;/div&gt;`)[0];\n",
       "                popup_8d33c73e7ffc1d98a96af1dc2db34ee3.setContent(html_ce1b410a7a1c4b110647f83e9e8a34f8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0d1c070b92d0382b5c3b1c0173604e50.bindPopup(popup_8d33c73e7ffc1d98a96af1dc2db34ee3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4b1b43329b88974332c270978be20fae = L.marker(\n",
       "                [58.163098500000004, 8.001442632957419],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_911b910820580eba4e3c4b7e951bf5fe = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_041c8bfa8e5ba2b622a6f3f14a18ea68 = $(`&lt;div id=&quot;html_041c8bfa8e5ba2b622a6f3f14a18ea68&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Lund University&lt;/div&gt;`)[0];\n",
       "                popup_911b910820580eba4e3c4b7e951bf5fe.setContent(html_041c8bfa8e5ba2b622a6f3f14a18ea68);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4b1b43329b88974332c270978be20fae.bindPopup(popup_911b910820580eba4e3c4b7e951bf5fe)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c7a8b35b0888c82dc0fd1b6afc57e505 = L.marker(\n",
       "                [60.175648300000006, 24.953550020522073],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_021ca129fbce316a58210abbf35a145c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_098f421cc80b17f11fabfaa3e14a9558 = $(`&lt;div id=&quot;html_098f421cc80b17f11fabfaa3e14a9558&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Helsinki&lt;/div&gt;`)[0];\n",
       "                popup_021ca129fbce316a58210abbf35a145c.setContent(html_098f421cc80b17f11fabfaa3e14a9558);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c7a8b35b0888c82dc0fd1b6afc57e505.bindPopup(popup_021ca129fbce316a58210abbf35a145c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_75e7b1b6fb4fe4784995672fc41c63f3 = L.marker(\n",
       "                [47.56174235, 7.58285513707386],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_665e2dbd9683b34723c575eb3c6fca90 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b433848c2bec82938c40072ba367f7c2 = $(`&lt;div id=&quot;html_b433848c2bec82938c40072ba367f7c2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Basel&lt;/div&gt;`)[0];\n",
       "                popup_665e2dbd9683b34723c575eb3c6fca90.setContent(html_b433848c2bec82938c40072ba367f7c2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_75e7b1b6fb4fe4784995672fc41c63f3.bindPopup(popup_665e2dbd9683b34723c575eb3c6fca90)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d4e2461df69e9f70587f82324bb0ffd9 = L.marker(\n",
       "                [53.3815369, -1.4806342198324056],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_74fa76a9c3743619aeeda2f4f9b4be5b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_efde9df23974793489ece0bd89645344 = $(`&lt;div id=&quot;html_efde9df23974793489ece0bd89645344&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Sheffield&lt;/div&gt;`)[0];\n",
       "                popup_74fa76a9c3743619aeeda2f4f9b4be5b.setContent(html_efde9df23974793489ece0bd89645344);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d4e2461df69e9f70587f82324bb0ffd9.bindPopup(popup_74fa76a9c3743619aeeda2f4f9b4be5b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2486a4b5c3252081bf8cc54aa111e984 = L.marker(\n",
       "                [48.7127874, 2.2107453],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_19139b558d2305ede827fb0a9fd197b8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4eddf638c7bbbe8d4a6472e4508e8d74 = $(`&lt;div id=&quot;html_4eddf638c7bbbe8d4a6472e4508e8d74&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;École Polytechnique&lt;/div&gt;`)[0];\n",
       "                popup_19139b558d2305ede827fb0a9fd197b8.setContent(html_4eddf638c7bbbe8d4a6472e4508e8d74);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2486a4b5c3252081bf8cc54aa111e984.bindPopup(popup_19139b558d2305ede827fb0a9fd197b8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_82ec181c38ad45c28f80781e2754ab0d = L.marker(\n",
       "                [46.95097255, 7.438684130809055],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_a768b2f850933044e8937a75188def8f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_53f869b7e78ab9d7dc4b854801c23473 = $(`&lt;div id=&quot;html_53f869b7e78ab9d7dc4b854801c23473&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Bern&lt;/div&gt;`)[0];\n",
       "                popup_a768b2f850933044e8937a75188def8f.setContent(html_53f869b7e78ab9d7dc4b854801c23473);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_82ec181c38ad45c28f80781e2754ab0d.bindPopup(popup_a768b2f850933044e8937a75188def8f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_56881d28d9fb0013691a37f838bfd7a3 = L.marker(\n",
       "                [50.7338124, 7.1022465],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_9fe31dea44fdd0113e93734318343ecb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c11b2f3ddfb60def124cfa42b9b95568 = $(`&lt;div id=&quot;html_c11b2f3ddfb60def124cfa42b9b95568&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Bonn&lt;/div&gt;`)[0];\n",
       "                popup_9fe31dea44fdd0113e93734318343ecb.setContent(html_c11b2f3ddfb60def124cfa42b9b95568);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_56881d28d9fb0013691a37f838bfd7a3.bindPopup(popup_9fe31dea44fdd0113e93734318343ecb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6b261ac85e6cfb96e613d29a28332b77 = L.marker(\n",
       "                [54.9027916, -1.392096],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_87583e800ddfb1f7ea8a354de18eb468 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9c9507d62779de5a007db12e073b3412 = $(`&lt;div id=&quot;html_9c9507d62779de5a007db12e073b3412&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Durham University&lt;/div&gt;`)[0];\n",
       "                popup_87583e800ddfb1f7ea8a354de18eb468.setContent(html_9c9507d62779de5a007db12e073b3412);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6b261ac85e6cfb96e613d29a28332b77.bindPopup(popup_87583e800ddfb1f7ea8a354de18eb468)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_01ac33fd642403dcd4d30da4339d3de4 = L.marker(\n",
       "                [52.4522956, -1.9312856726008194],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_d9a7fdc09aec04ede2f2335da8e999d4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fd81f4c68a265087c6a26c3d44e4ba14 = $(`&lt;div id=&quot;html_fd81f4c68a265087c6a26c3d44e4ba14&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Birmingham&lt;/div&gt;`)[0];\n",
       "                popup_d9a7fdc09aec04ede2f2335da8e999d4.setContent(html_fd81f4c68a265087c6a26c3d44e4ba14);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_01ac33fd642403dcd4d30da4339d3de4.bindPopup(popup_d9a7fdc09aec04ede2f2335da8e999d4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0aa5f3bc01d1cd9c1b72cae58887ab2b = L.marker(\n",
       "                [55.6801502, 12.57232700140625],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_e9f19d0f27b1dd5a3ecbc7c1e0b0917b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5169d73cbcf2391df46ffb08ef0a0fa9 = $(`&lt;div id=&quot;html_5169d73cbcf2391df46ffb08ef0a0fa9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Copenhagen&lt;/div&gt;`)[0];\n",
       "                popup_e9f19d0f27b1dd5a3ecbc7c1e0b0917b.setContent(html_5169d73cbcf2391df46ffb08ef0a0fa9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0aa5f3bc01d1cd9c1b72cae58887ab2b.bindPopup(popup_e9f19d0f27b1dd5a3ecbc7c1e0b0917b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3d1dd3c74ea5d402944ceb9e22b7f28a = L.marker(\n",
       "                [50.9354752, -1.3962847494297244],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_f27955925f45385903a00bdc0398cdff = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_02f4324c424d5d429ac31fabe4340126 = $(`&lt;div id=&quot;html_02f4324c424d5d429ac31fabe4340126&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Southampton&lt;/div&gt;`)[0];\n",
       "                popup_f27955925f45385903a00bdc0398cdff.setContent(html_02f4324c424d5d429ac31fabe4340126);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3d1dd3c74ea5d402944ceb9e22b7f28a.bindPopup(popup_f27955925f45385903a00bdc0398cdff)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cc059fec3eacee81ca30d0c5328674dc = L.marker(\n",
       "                [53.9453903, -1.0314592943104675],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_d4394b015ef70fda3c3ab1c7eff35d49 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e3c4027d57a95cef87af08fb94b6bbe7 = $(`&lt;div id=&quot;html_e3c4027d57a95cef87af08fb94b6bbe7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of York&lt;/div&gt;`)[0];\n",
       "                popup_d4394b015ef70fda3c3ab1c7eff35d49.setContent(html_e3c4027d57a95cef87af08fb94b6bbe7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cc059fec3eacee81ca30d0c5328674dc.bindPopup(popup_d4394b015ef70fda3c3ab1c7eff35d49)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_92432d31377b71082a0586cb1d219436 = L.marker(\n",
       "                [53.34366745, -6.254444724511822],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_7f7b4946e64e9792b6063d4f7d9dedc6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_75ccfe2c796ce429f1d7f3cd5d383601 = $(`&lt;div id=&quot;html_75ccfe2c796ce429f1d7f3cd5d383601&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Trinity College Dublin&lt;/div&gt;`)[0];\n",
       "                popup_7f7b4946e64e9792b6063d4f7d9dedc6.setContent(html_75ccfe2c796ce429f1d7f3cd5d383601);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_92432d31377b71082a0586cb1d219436.bindPopup(popup_7f7b4946e64e9792b6063d4f7d9dedc6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1a250065a5d0b6912755b363bda4c310 = L.marker(\n",
       "                [59.9414173, 10.722768340750914],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_59428a5272fb13512971e9e0e56a569c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1e6a69237fe99803c22bc2b4d7a6a36a = $(`&lt;div id=&quot;html_1e6a69237fe99803c22bc2b4d7a6a36a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Oslo&lt;/div&gt;`)[0];\n",
       "                popup_59428a5272fb13512971e9e0e56a569c.setContent(html_1e6a69237fe99803c22bc2b4d7a6a36a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1a250065a5d0b6912755b363bda4c310.bindPopup(popup_59428a5272fb13512971e9e0e56a569c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_89d30b5da63a03915799eda9555b5002 = L.marker(\n",
       "                [56.1670905, 10.202617693592895],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_31c12516feb3a4465889dcaacac67105 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_48b3383f4d915708ee19a07aa4949bb1 = $(`&lt;div id=&quot;html_48b3383f4d915708ee19a07aa4949bb1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Aarhus University&lt;/div&gt;`)[0];\n",
       "                popup_31c12516feb3a4465889dcaacac67105.setContent(html_48b3383f4d915708ee19a07aa4949bb1);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_89d30b5da63a03915799eda9555b5002.bindPopup(popup_31c12516feb3a4465889dcaacac67105)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4a50d5d3c8293ec64906df6ba3275cb6 = L.marker(\n",
       "                [51.5411003, 9.948200846079496],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_6116b4832cb683c501b6bdf8265c9116 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3d71391b065ffa076aa49aa15a04712a = $(`&lt;div id=&quot;html_3d71391b065ffa076aa49aa15a04712a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Göttingen&lt;/div&gt;`)[0];\n",
       "                popup_6116b4832cb683c501b6bdf8265c9116.setContent(html_3d71391b065ffa076aa49aa15a04712a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4a50d5d3c8293ec64906df6ba3275cb6.bindPopup(popup_6116b4832cb683c501b6bdf8265c9116)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9243944a8733ced13af779d8a12616bd = L.marker(\n",
       "                [49.4699765, 8.4819024],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_fd2923cbc897a12aa7e44de5a8180abf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5eee5bbe77caf415263855b886b91b0b = $(`&lt;div id=&quot;html_5eee5bbe77caf415263855b886b91b0b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Mannheim&lt;/div&gt;`)[0];\n",
       "                popup_fd2923cbc897a12aa7e44de5a8180abf.setContent(html_5eee5bbe77caf415263855b886b91b0b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9243944a8733ced13af779d8a12616bd.bindPopup(popup_fd2923cbc897a12aa7e44de5a8180abf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_578a29b29b56a64a1e0444722ea2fe26 = L.marker(\n",
       "                [51.82151725, 5.863403442541042],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_ebcf0cf8cc9d1fdfd75248cbcf71da9b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_66f71f3007b92d6abd973508df599a77 = $(`&lt;div id=&quot;html_66f71f3007b92d6abd973508df599a77&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Radboud University Nijmegen&lt;/div&gt;`)[0];\n",
       "                popup_ebcf0cf8cc9d1fdfd75248cbcf71da9b.setContent(html_66f71f3007b92d6abd973508df599a77);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_578a29b29b56a64a1e0444722ea2fe26.bindPopup(popup_ebcf0cf8cc9d1fdfd75248cbcf71da9b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f2b7a8ea5ed1ccc6c90033247433d8b9 = L.marker(\n",
       "                [50.821212700000004, 4.34955336942806],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_60a51545dde62ea0104b42e2e7e24351 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d1d6092fb7a3418e0c5905981e968746 = $(`&lt;div id=&quot;html_d1d6092fb7a3418e0c5905981e968746&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Université Catholique de Louvain&lt;/div&gt;`)[0];\n",
       "                popup_60a51545dde62ea0104b42e2e7e24351.setContent(html_d1d6092fb7a3418e0c5905981e968746);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f2b7a8ea5ed1ccc6c90033247433d8b9.bindPopup(popup_60a51545dde62ea0104b42e2e7e24351)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1832856bf530e93d4ce708fd93ec35d9 = L.marker(\n",
       "                [50.8499111, 5.6856029],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_302d2bff10b48df8b0d62622a6280620 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d113f7ff52ab315c2bbc4317041c9fc9 = $(`&lt;div id=&quot;html_d113f7ff52ab315c2bbc4317041c9fc9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Maastricht University&lt;/div&gt;`)[0];\n",
       "                popup_302d2bff10b48df8b0d62622a6280620.setContent(html_d113f7ff52ab315c2bbc4317041c9fc9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1832856bf530e93d4ce708fd93ec35d9.bindPopup(popup_302d2bff10b48df8b0d62622a6280620)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_78f0e47a6e42c808e0d409422c5065a9 = L.marker(\n",
       "                [51.5247272, -0.03931034663016243],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_01ffb0f44bc4af5737d4402a0b512a50 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_439bcaf65affa9be20085a4033a344ae = $(`&lt;div id=&quot;html_439bcaf65affa9be20085a4033a344ae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Queen Mary University of London&lt;/div&gt;`)[0];\n",
       "                popup_01ffb0f44bc4af5737d4402a0b512a50.setContent(html_439bcaf65affa9be20085a4033a344ae);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_78f0e47a6e42c808e0d409422c5065a9.bindPopup(popup_01ffb0f44bc4af5737d4402a0b512a50)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_53a719bddc6a21dd9a8ad63193b1ddf6 = L.marker(\n",
       "                [42.6126851, -88.4805318],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_e090ff7b2e5fd16e240dfb0f62eb2b10 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_627290c8740a51a7f8775459117d4a45 = $(`&lt;div id=&quot;html_627290c8740a51a7f8775459117d4a45&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Geneva&lt;/div&gt;`)[0];\n",
       "                popup_e090ff7b2e5fd16e240dfb0f62eb2b10.setContent(html_627290c8740a51a7f8775459117d4a45);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_53a719bddc6a21dd9a8ad63193b1ddf6.bindPopup(popup_e090ff7b2e5fd16e240dfb0f62eb2b10)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b2a8dc1a2b654d9b24a0c1cbf2457fd9 = L.marker(\n",
       "                [53.5641091, 9.994978875267606],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_c55910056c3ba9643575cb960d5d3455 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_40db6a10ee598330acf2f122e81ebdbb = $(`&lt;div id=&quot;html_40db6a10ee598330acf2f122e81ebdbb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Hamburg&lt;/div&gt;`)[0];\n",
       "                popup_c55910056c3ba9643575cb960d5d3455.setContent(html_40db6a10ee598330acf2f122e81ebdbb);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b2a8dc1a2b654d9b24a0c1cbf2457fd9.bindPopup(popup_c55910056c3ba9643575cb960d5d3455)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ef8d030f93bd77339c393837734fc17a = L.marker(\n",
       "                [49.101853399999996, 8.433120159201868],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_da50d956b11e17df57c4fa4c304ed100 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1e4525b332feb5fbd21a4ee40f9eaf8d = $(`&lt;div id=&quot;html_1e4525b332feb5fbd21a4ee40f9eaf8d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Karlsruhe Institute of Technology&lt;/div&gt;`)[0];\n",
       "                popup_da50d956b11e17df57c4fa4c304ed100.setContent(html_1e4525b332feb5fbd21a4ee40f9eaf8d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ef8d030f93bd77339c393837734fc17a.bindPopup(popup_da50d956b11e17df57c4fa4c304ed100)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a9233a89e20af9793e59942cd9814a38 = L.marker(\n",
       "                [50.73693715, -3.534734858662963],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_64464478654fbf2444a26f2380d21258 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_857ecae8d07b1d2504a61469f5a24503 = $(`&lt;div id=&quot;html_857ecae8d07b1d2504a61469f5a24503&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Exeter&lt;/div&gt;`)[0];\n",
       "                popup_64464478654fbf2444a26f2380d21258.setContent(html_857ecae8d07b1d2504a61469f5a24503);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a9233a89e20af9793e59942cd9814a38.bindPopup(popup_64464478654fbf2444a26f2380d21258)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cd211963d8e2489d6bf88a49041cb740 = L.marker(\n",
       "                [51.00784845, 3.710883068491984],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_c94add7381331f70fdbe5e3049f45ee8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1ef99b3be5769dba7c60d4b23635e30c = $(`&lt;div id=&quot;html_1ef99b3be5769dba7c60d4b23635e30c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Ghent University&lt;/div&gt;`)[0];\n",
       "                popup_c94add7381331f70fdbe5e3049f45ee8.setContent(html_1ef99b3be5769dba7c60d4b23635e30c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cd211963d8e2489d6bf88a49041cb740.bindPopup(popup_c94add7381331f70fdbe5e3049f45ee8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2c329532a5d286b5790871f1dbf8a002 = L.marker(\n",
       "                [48.2131284, 16.360685994114505],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_233edbb5d525070601307494c3b06435 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9efb71cc36631b95114c9b2409cb0810 = $(`&lt;div id=&quot;html_9efb71cc36631b95114c9b2409cb0810&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Vienna&lt;/div&gt;`)[0];\n",
       "                popup_233edbb5d525070601307494c3b06435.setContent(html_9efb71cc36631b95114c9b2409cb0810);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2c329532a5d286b5790871f1dbf8a002.bindPopup(popup_233edbb5d525070601307494c3b06435)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6dc73a112d17b9d0d6a7654e1570aaaf = L.marker(\n",
       "                [50.928044549999996, 6.928130514523661],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_0ea0ce4fe6e2468242ddf1a6121663ca = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8c3baadccfeb960438a47cbe6871d3d1 = $(`&lt;div id=&quot;html_8c3baadccfeb960438a47cbe6871d3d1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Cologne&lt;/div&gt;`)[0];\n",
       "                popup_0ea0ce4fe6e2468242ddf1a6121663ca.setContent(html_8c3baadccfeb960438a47cbe6871d3d1);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6dc73a112d17b9d0d6a7654e1570aaaf.bindPopup(popup_0ea0ce4fe6e2468242ddf1a6121663ca)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0eec80dff00caa899dec0655485a0726 = L.marker(\n",
       "                [54.00975365, -2.7875727317728654],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_88fc9bbeacedf3f744b319d2a0eb2b52 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_67aef881876c00c6c9eb149ed2544c95 = $(`&lt;div id=&quot;html_67aef881876c00c6c9eb149ed2544c95&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Lancaster University&lt;/div&gt;`)[0];\n",
       "                popup_88fc9bbeacedf3f744b319d2a0eb2b52.setContent(html_67aef881876c00c6c9eb149ed2544c95);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0eec80dff00caa899dec0655485a0726.bindPopup(popup_88fc9bbeacedf3f744b319d2a0eb2b52)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4be7547f5da159081b186eb62a350fda = L.marker(\n",
       "                [52.9387428, -1.2002956927457427],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_faa7fa4f5269fd7433926344e12687d5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_838409c411cbdca4f84d688e05d1bb7b = $(`&lt;div id=&quot;html_838409c411cbdca4f84d688e05d1bb7b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Nottingham&lt;/div&gt;`)[0];\n",
       "                popup_faa7fa4f5269fd7433926344e12687d5.setContent(html_838409c411cbdca4f84d688e05d1bb7b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4be7547f5da159081b186eb62a350fda.bindPopup(popup_faa7fa4f5269fd7433926344e12687d5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_840a4c27155e6fcde6babe9ae23af823 = L.marker(\n",
       "                [48.38044334999999, 10.010101151636224],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_393cc0de261d5497fc2d445b20fee73c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0abdc5be8e8ef772de1321daa33c09d0 = $(`&lt;div id=&quot;html_0abdc5be8e8ef772de1321daa33c09d0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Ulm University&lt;/div&gt;`)[0];\n",
       "                popup_393cc0de261d5497fc2d445b20fee73c.setContent(html_0abdc5be8e8ef772de1321daa33c09d0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_840a4c27155e6fcde6babe9ae23af823.bindPopup(popup_393cc0de261d5497fc2d445b20fee73c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_57aeb454b7da1848b90df295559d241b = L.marker(\n",
       "                [51.028276500000004, 13.735982754935176],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_7347ba0de47855af9a7163c51c7c5531 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bad441f70ef75e14c02fbf6a1318dc1e = $(`&lt;div id=&quot;html_bad441f70ef75e14c02fbf6a1318dc1e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;TU Dresden&lt;/div&gt;`)[0];\n",
       "                popup_7347ba0de47855af9a7163c51c7c5531.setContent(html_bad441f70ef75e14c02fbf6a1318dc1e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_57aeb454b7da1848b90df295559d241b.bindPopup(popup_7347ba0de47855af9a7163c51c7c5531)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3cc7eca72737f46b0d43b008d854dba6 = L.marker(\n",
       "                [53.80677435, -1.5562877504739676],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_93e639f9a7d035a29ec8367ffded4424 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_272f17907933554513b03b8d27044f05 = $(`&lt;div id=&quot;html_272f17907933554513b03b8d27044f05&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Leeds&lt;/div&gt;`)[0];\n",
       "                popup_93e639f9a7d035a29ec8367ffded4424.setContent(html_272f17907933554513b03b8d27044f05);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3cc7eca72737f46b0d43b008d854dba6.bindPopup(popup_93e639f9a7d035a29ec8367ffded4424)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d81b5361f1641ca4a6535c2d8039d35a = L.marker(\n",
       "                [43.7206078, 10.4026444],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_5cb0bf35ef741d61dbe812672f7c63cf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a93bb46cc67cb3db168c0f7240d4ac30 = $(`&lt;div id=&quot;html_a93bb46cc67cb3db168c0f7240d4ac30&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Scuola Superiore Sant’Anna&lt;/div&gt;`)[0];\n",
       "                popup_5cb0bf35ef741d61dbe812672f7c63cf.setContent(html_a93bb46cc67cb3db168c0f7240d4ac30);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d81b5361f1641ca4a6535c2d8039d35a.bindPopup(popup_5cb0bf35ef741d61dbe812672f7c63cf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_37f98209a4364940ba8fc41bea466703 = L.marker(\n",
       "                [59.363333600000004, 18.05879425982729],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_aaa0f586f19e1ce0f61470847b1c38fe = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_872875f3bbb93a3f19998c50d399fb86 = $(`&lt;div id=&quot;html_872875f3bbb93a3f19998c50d399fb86&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Stockholm University&lt;/div&gt;`)[0];\n",
       "                popup_aaa0f586f19e1ce0f61470847b1c38fe.setContent(html_872875f3bbb93a3f19998c50d399fb86);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_37f98209a4364940ba8fc41bea466703.bindPopup(popup_aaa0f586f19e1ce0f61470847b1c38fe)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7f058b32595b7df976ee79c56b0421e7 = L.marker(\n",
       "                [57.16452475, -2.1018363546621197],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_fb73ed1d9243fc6b57013f0449cd716b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a883e73f00e89144ab8f0d8172ea4198 = $(`&lt;div id=&quot;html_a883e73f00e89144ab8f0d8172ea4198&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Aberdeen&lt;/div&gt;`)[0];\n",
       "                popup_fb73ed1d9243fc6b57013f0449cd716b.setContent(html_a883e73f00e89144ab8f0d8172ea4198);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7f058b32595b7df976ee79c56b0421e7.bindPopup(popup_fb73ed1d9243fc6b57013f0449cd716b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_da2126e9652e835880134d3182f84379 = L.marker(\n",
       "                [43.7196687, 10.400432749413179],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_8df5d6c397c51f7d0b822b554344a907 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c937f67f18e74f25f56a60cbe0835358 = $(`&lt;div id=&quot;html_c937f67f18e74f25f56a60cbe0835358&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Scuola Normale Superiore di Pisa&lt;/div&gt;`)[0];\n",
       "                popup_8df5d6c397c51f7d0b822b554344a907.setContent(html_c937f67f18e74f25f56a60cbe0835358);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_da2126e9652e835880134d3182f84379.bindPopup(popup_8df5d6c397c51f7d0b822b554344a907)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6520b9c7042cfa067ae39862cf60606a = L.marker(\n",
       "                [50.86796665, -0.08778899363132905],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_b1079239f2230bbcc0e81be72001eee0 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5a7e6693e97745801a2126d30b29fb96 = $(`&lt;div id=&quot;html_5a7e6693e97745801a2126d30b29fb96&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Sussex&lt;/div&gt;`)[0];\n",
       "                popup_b1079239f2230bbcc0e81be72001eee0.setContent(html_5a7e6693e97745801a2126d30b29fb96);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6520b9c7042cfa067ae39862cf60606a.bindPopup(popup_b1079239f2230bbcc0e81be72001eee0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c2988f93873c04bbca152bac72b63af5 = L.marker(\n",
       "                [55.785414450000005, 12.520215144442094],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_14bc3725fda5e287466cfcda58ae2802 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_440038abe2bc54db0101562085e50182 = $(`&lt;div id=&quot;html_440038abe2bc54db0101562085e50182&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Technical University of Denmark&lt;/div&gt;`)[0];\n",
       "                popup_14bc3725fda5e287466cfcda58ae2802.setContent(html_440038abe2bc54db0101562085e50182);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c2988f93873c04bbca152bac72b63af5.bindPopup(popup_14bc3725fda5e287466cfcda58ae2802)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b59c934b7851eb573ae5b550524f4a14 = L.marker(\n",
       "                [56.3398198, -2.8117937053149826],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_6491779745cfad687b00a419629530ef = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_15a2c4ea0ebee44f6d7230b6de8e089b = $(`&lt;div id=&quot;html_15a2c4ea0ebee44f6d7230b6de8e089b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of St Andrews&lt;/div&gt;`)[0];\n",
       "                popup_6491779745cfad687b00a419629530ef.setContent(html_15a2c4ea0ebee44f6d7230b6de8e089b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b59c934b7851eb573ae5b550524f4a14.bindPopup(popup_6491779745cfad687b00a419629530ef)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_41897e41cbea6da989ec48456ee4ca37 = L.marker(\n",
       "                [52.33396225, 4.865196500737312],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_b665c12be82da21466fd12eb20aeb8f7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c964dccaec7f99be076172da71278192 = $(`&lt;div id=&quot;html_c964dccaec7f99be076172da71278192&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Vrije Universiteit Amsterdam&lt;/div&gt;`)[0];\n",
       "                popup_b665c12be82da21466fd12eb20aeb8f7.setContent(html_c964dccaec7f99be076172da71278192);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_41897e41cbea6da989ec48456ee4ca37.bindPopup(popup_b665c12be82da21466fd12eb20aeb8f7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1cbd0fe750d431c98c7da2d9e54344fa = L.marker(\n",
       "                [51.4486602, 5.4903995655080475],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_287391ed5d13e504e9c18dbed41e3e42 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0b0ed46d24971502eddd10b8cb479efe = $(`&lt;div id=&quot;html_0b0ed46d24971502eddd10b8cb479efe&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Eindhoven University of Technology&lt;/div&gt;`)[0];\n",
       "                popup_287391ed5d13e504e9c18dbed41e3e42.setContent(html_0b0ed46d24971502eddd10b8cb479efe);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1cbd0fe750d431c98c7da2d9e54344fa.bindPopup(popup_287391ed5d13e504e9c18dbed41e3e42)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_daaa10d3359c30d83b845cf34e549beb = L.marker(\n",
       "                [52.62446355, -1.1257301398551323],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_4f9443817e5758580859d82d3d81bb1e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ccabb9499fe1bc5d221c44500705692a = $(`&lt;div id=&quot;html_ccabb9499fe1bc5d221c44500705692a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Leicester&lt;/div&gt;`)[0];\n",
       "                popup_4f9443817e5758580859d82d3d81bb1e.setContent(html_ccabb9499fe1bc5d221c44500705692a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_daaa10d3359c30d83b845cf34e549beb.bindPopup(popup_4f9443817e5758580859d82d3d81bb1e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ddd0ea6598719d15d45ac7d666673c29 = L.marker(\n",
       "                [54.98017505, -1.6146802127187847],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_6a1476493ac32463769f800628fef1ef = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c2d7de399b1069a783c58debcea67eda = $(`&lt;div id=&quot;html_c2d7de399b1069a783c58debcea67eda&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Newcastle University&lt;/div&gt;`)[0];\n",
       "                popup_6a1476493ac32463769f800628fef1ef.setContent(html_c2d7de399b1069a783c58debcea67eda);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ddd0ea6598719d15d45ac7d666673c29.bindPopup(popup_6a1476493ac32463769f800628fef1ef)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_20bc613341681e969e8e66b7393a9d54 = L.marker(\n",
       "                [46.5225695, 6.580949860268587],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_abb79bff6fed2737f0016a3db1a3fb9b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c53ed99a00408d6a3ea3024fac8b26a2 = $(`&lt;div id=&quot;html_c53ed99a00408d6a3ea3024fac8b26a2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Lausanne&lt;/div&gt;`)[0];\n",
       "                popup_abb79bff6fed2737f0016a3db1a3fb9b.setContent(html_c53ed99a00408d6a3ea3024fac8b26a2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_20bc613341681e969e8e66b7393a9d54.bindPopup(popup_abb79bff6fed2737f0016a3db1a3fb9b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8da3cd1265b41398cdd05e8db037f75d = L.marker(\n",
       "                [44.5483698, 11.4125645],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_c66aefbf1f81213fbc781372d89381dd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e2e0a42b99bda96671ac4683741f83b6 = $(`&lt;div id=&quot;html_e2e0a42b99bda96671ac4683741f83b6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Bologna&lt;/div&gt;`)[0];\n",
       "                popup_c66aefbf1f81213fbc781372d89381dd.setContent(html_e2e0a42b99bda96671ac4683741f83b6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8da3cd1265b41398cdd05e8db037f75d.bindPopup(popup_c66aefbf1f81213fbc781372d89381dd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_edddb48581934ef3b0f85cc83cd8a764 = L.marker(\n",
       "                [60.1860789, 24.828102074406736],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_38f16574529a0243e912cb91998cbe0a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_da6065f832f42a841cf1e847a8d39a85 = $(`&lt;div id=&quot;html_da6065f832f42a841cf1e847a8d39a85&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Aalto University&lt;/div&gt;`)[0];\n",
       "                popup_38f16574529a0243e912cb91998cbe0a.setContent(html_da6065f832f42a841cf1e847a8d39a85);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_edddb48581934ef3b0f85cc83cd8a764.bindPopup(popup_38f16574529a0243e912cb91998cbe0a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e3d14387351a90771849eb7bc3cc5dac = L.marker(\n",
       "                [53.40724285, -2.965833661018871],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_6fb2d5f0812b90217ff3633493bc6e6a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c72814b9c6b39e6228c4bf5e5d363615 = $(`&lt;div id=&quot;html_c72814b9c6b39e6228c4bf5e5d363615&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Liverpool&lt;/div&gt;`)[0];\n",
       "                popup_6fb2d5f0812b90217ff3633493bc6e6a.setContent(html_c72814b9c6b39e6228c4bf5e5d363615);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e3d14387351a90771849eb7bc3cc5dac.bindPopup(popup_6fb2d5f0812b90217ff3633493bc6e6a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6608bab20b8bc00ae0c9c4e1655d52e2 = L.marker(\n",
       "                [51.96734215, 7.599243326272159],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_6e67e969db0d44650cbaa2d307e5d683 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ee5efc042c6cdc1250bd7212bce79747 = $(`&lt;div id=&quot;html_ee5efc042c6cdc1250bd7212bce79747&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Münster&lt;/div&gt;`)[0];\n",
       "                popup_6e67e969db0d44650cbaa2d307e5d683.setContent(html_ee5efc042c6cdc1250bd7212bce79747);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6608bab20b8bc00ae0c9c4e1655d52e2.bindPopup(popup_6e67e969db0d44650cbaa2d307e5d683)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d8838c7c9d4f3eaf834297a7f4cec069 = L.marker(\n",
       "                [52.2425267, 6.8567575],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_f114e23f31e8430638bd064658f709b6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_abe04d229a2d502a564d0b4e350e0964 = $(`&lt;div id=&quot;html_abe04d229a2d502a564d0b4e350e0964&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Twente&lt;/div&gt;`)[0];\n",
       "                popup_f114e23f31e8430638bd064658f709b6.setContent(html_abe04d229a2d502a564d0b4e350e0964);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d8838c7c9d4f3eaf834297a7f4cec069.bindPopup(popup_f114e23f31e8430638bd064658f709b6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_471383b6addc148e13490debfdf4da9b = L.marker(\n",
       "                [51.4894008, -3.180860341001922],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_9db3681ba8276dfa2d9e5ba4ed017e2f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d7b574850a630a3cf3de35e8d6f661f8 = $(`&lt;div id=&quot;html_d7b574850a630a3cf3de35e8d6f661f8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Cardiff University&lt;/div&gt;`)[0];\n",
       "                popup_9db3681ba8276dfa2d9e5ba4ed017e2f.setContent(html_d7b574850a630a3cf3de35e8d6f661f8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_471383b6addc148e13490debfdf4da9b.bindPopup(popup_9db3681ba8276dfa2d9e5ba4ed017e2f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_583ed9ff14ca5bec59bc0bb7db2584cd = L.marker(\n",
       "                [59.2016758, 17.6203201],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_1b2633aa3c4107044b057bb4c912404f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b7bc15f203c561b7fc920964e25e96e0 = $(`&lt;div id=&quot;html_b7bc15f203c561b7fc920964e25e96e0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;KTH Royal Institute of Technology&lt;/div&gt;`)[0];\n",
       "                popup_1b2633aa3c4107044b057bb4c912404f.setContent(html_b7bc15f203c561b7fc920964e25e96e0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_583ed9ff14ca5bec59bc0bb7db2584cd.bindPopup(popup_1b2633aa3c4107044b057bb4c912404f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_59582dcc7843e9dee5a83bec66d44a75 = L.marker(\n",
       "                [47.690094, 9.188246768461973],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_cd293c8a5b7efbf776628a9e72fbfad6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1388ed0205b57308b61f4cd7ef3af5f4 = $(`&lt;div id=&quot;html_1388ed0205b57308b61f4cd7ef3af5f4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Konstanz&lt;/div&gt;`)[0];\n",
       "                popup_cd293c8a5b7efbf776628a9e72fbfad6.setContent(html_1388ed0205b57308b61f4cd7ef3af5f4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_59582dcc7843e9dee5a83bec66d44a75.bindPopup(popup_cd293c8a5b7efbf776628a9e72fbfad6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_459d6dac370017a533dde357535c6496 = L.marker(\n",
       "                [51.4290899, 6.8008580326401],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_8891d6acbf1852572860b30bfadc36d9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3164ed87934cf1f8c7cbda76c6bab143 = $(`&lt;div id=&quot;html_3164ed87934cf1f8c7cbda76c6bab143&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Duisburg-Essen&lt;/div&gt;`)[0];\n",
       "                popup_8891d6acbf1852572860b30bfadc36d9.setContent(html_3164ed87934cf1f8c7cbda76c6bab143);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_459d6dac370017a533dde357535c6496.bindPopup(popup_8891d6acbf1852572860b30bfadc36d9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_589c6c73188b602bc5339cd18b4cd064 = L.marker(\n",
       "                [52.62106225, 1.2356187242525833],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_04662f40a3a6629fe9127995eb3243a8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b39ec85d3e23079d10f8840eccb55fb7 = $(`&lt;div id=&quot;html_b39ec85d3e23079d10f8840eccb55fb7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of East Anglia&lt;/div&gt;`)[0];\n",
       "                popup_04662f40a3a6629fe9127995eb3243a8.setContent(html_b39ec85d3e23079d10f8840eccb55fb7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_589c6c73188b602bc5339cd18b4cd064.bindPopup(popup_04662f40a3a6629fe9127995eb3243a8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_534f1b286dbe41c581ae7af0dc2c0e4b = L.marker(\n",
       "                [57.015907049999996, 9.975308243557345],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_c0dd3ca6f1539cf877609a63d779e028 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6aae23b2ad8f8392321cd33df4c9deb4 = $(`&lt;div id=&quot;html_6aae23b2ad8f8392321cd33df4c9deb4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Aalborg University&lt;/div&gt;`)[0];\n",
       "                popup_c0dd3ca6f1539cf877609a63d779e028.setContent(html_6aae23b2ad8f8392321cd33df4c9deb4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_534f1b286dbe41c581ae7af0dc2c0e4b.bindPopup(popup_c0dd3ca6f1539cf877609a63d779e028)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_615608f57cdd0703a5629806b2472dbd = L.marker(\n",
       "                [60.36887575, 5.351111541486731],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_d74e85b141128b0987da83b03ec11248 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d679051add7e0762c06e0ec699e535a8 = $(`&lt;div id=&quot;html_d679051add7e0762c06e0ec699e535a8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Bergen&lt;/div&gt;`)[0];\n",
       "                popup_d74e85b141128b0987da83b03ec11248.setContent(html_d679051add7e0762c06e0ec699e535a8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_615608f57cdd0703a5629806b2472dbd.bindPopup(popup_d74e85b141128b0987da83b03ec11248)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ec6802a3403dfc2a52f2f7bbd7c09470 = L.marker(\n",
       "                [55.7055406, 37.5360595],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_44a8daf6728445852eb942d87f3e4e05 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1a53f62b3f129d4c78d815743d99a023 = $(`&lt;div id=&quot;html_1a53f62b3f129d4c78d815743d99a023&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Lomonosov Moscow State University&lt;/div&gt;`)[0];\n",
       "                popup_44a8daf6728445852eb942d87f3e4e05.setContent(html_1a53f62b3f129d4c78d815743d99a023);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ec6802a3403dfc2a52f2f7bbd7c09470.bindPopup(popup_44a8daf6728445852eb942d87f3e4e05)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_96ebac8457dd10cfb381466b8fa0a263 = L.marker(\n",
       "                [51.1843856, 4.41993868786375],\n",
       "                {}\n",
       "            ).addTo(map_4db0ecc4c5bc3e984ebf690df192658d);\n",
       "        \n",
       "    \n",
       "        var popup_54130340949ca622b912f70b675988b1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0c32009ba48410f11ecf06b290f3e53b = $(`&lt;div id=&quot;html_0c32009ba48410f11ecf06b290f3e53b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;University of Antwerp&lt;/div&gt;`)[0];\n",
       "                popup_54130340949ca622b912f70b675988b1.setContent(html_0c32009ba48410f11ecf06b290f3e53b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_96ebac8457dd10cfb381466b8fa0a263.bindPopup(popup_54130340949ca622b912f70b675988b1)\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 0x21b66ece2d0>"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unimap=folium.Map(location=[54,15], tiles='openstreetmap', zoom_start=2)\n",
    "for idx, row in uni1.iterrows():\n",
    "    Marker([row[\"latitude\"], row[\"longitude\"]], popup=row['Name']).add_to(unimap)\n",
    "unimap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dcde37cd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}