sitc/lod/tutorial/sparql-vanGogh.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# SPARQL about van Gogh\n",
    "\n",
    "<div style=\"color: red; font-style: italic;\">Note: when viewed through <span style=\"font-style: normal; font-weight: bold;\">nbviewer</span> or converted through <span style=\"font-style: normal; font-weight: bold;\">nbconvert</span> this notebook looks slightly different than when rendered by a running <em>sparqlkernel</em>. See a <a href=\"http://htmlpreview.github.io/?https://github.com/paulovn/sparql-kernel/blob/master/examples/sparql-vanGogh.html\">converted version</a> for an example more similar to the actual look in a \"live\" kernel.</div>\n",
    "\n",
    "We are going to use some the [DBPedia SPARQL endpoint](http://wiki.dbpedia.org/OnlineAccess#1.1%20Public%20SPARQL%20Endpoint) to do some queries related to _Vincent van Gogh_.\n",
    "\n",
    "First we define the endpoint and the preferred language for labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><div class=\"magic\">Endpoint set to: http://dbpedia.org/sparql</div><div class=\"magic\">Label preferred languages: ['en']</div><div class=\"magic\">Logging set to DEBUG</div></div>"
      ],
      "text/plain": [
       "Endpoint set to: http://dbpedia.org/sparql\n",
       "Label preferred languages: ['en']\n",
       "Logging set to DEBUG\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%endpoint http://dbpedia.org/sparql\n",
    "%lang en\n",
    "\n",
    "# This is optional, it would increase the log level.\n",
    "# The default logfile (unless changed upon kernel installation) is [TMPDIR]/sparqlkernel.log, \n",
    "# where [TMPDIR] is the platform default temporal directory\n",
    "%log debug"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's find out the entity URI for _van Gogh_ in DBPedia. We search entities that are persons and whose label contains `van Gogh` (case insensitive).\n",
    "\n",
    "Note that the DBPedia endpoint has a set of [predefined namespace prefixes](http://dbpedia.org/sparql?nsdecl) that we can use without the need to define them in the query, such as `rdfs:` or `foaf:` so we could remove them from the query without problem."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (<ipython-input-1-b95b96856f67>, line 4)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-1-b95b96856f67>\"\u001b[0;36m, line \u001b[0;32m4\u001b[0m\n\u001b[0;31m    PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\u001b[0m\n\u001b[0m              ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "%format json\n",
    "%display table \n",
    "\n",
    "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n",
    "PREFIX foaf:  <http://xmlns.com/foaf/0.1/>\n",
    "SELECT ?person ?name\n",
    "WHERE {\n",
    "    ?person a foaf:Person .\n",
    "    ?person rdfs:label ?name\n",
    "    FILTER regex(?name,\"van gogh\",\"i\")\n",
    "    FILTER langMatches(lang(?name),\"en\")\n",
    "} LIMIT 20"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is clear from the result that we  want the <http://dbpedia.org/resource/Vincent_van_Gogh> DBPedia entity (we can click on the link for confirmation, and it will lead us to a DBPedia web page describing the resource).\n",
    "\n",
    "## Fact finding\n",
    "\n",
    "Now that we found his URI, let's search for places, dates and people related with van Gogh.\n",
    "\n",
    "In this query we also set the table to show the data type for each result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><div class=\"magic\">Return format: JSON</div><div class=\"magic\">Display: table<br/>Show Types: on</div></div>"
      ],
      "text/plain": [
       "Return format: JSON\n",
       "Display: table\n",
       "Show Types: on\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><table><tr class=hdr><th>prop</th><th>type</th>\n",
       "<th>value</th><th>type</th></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/ontology/birthDate\" target=\"_other\">http://dbpedia.org/ontology/birthDate</a></td><td class=typ>uri</td>\n",
       "<td class=val>1853-03-30</td><td class=typ>typed-literal</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/ontology/birthPlace\" target=\"_other\">http://dbpedia.org/ontology/birthPlace</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Zundert\" target=\"_other\">http://dbpedia.org/resource/Zundert</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/ontology/birthPlace\" target=\"_other\">http://dbpedia.org/ontology/birthPlace</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Netherlands\" target=\"_other\">http://dbpedia.org/resource/Netherlands</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/ontology/deathDate\" target=\"_other\">http://dbpedia.org/ontology/deathDate</a></td><td class=typ>uri</td>\n",
       "<td class=val>1890-07-29</td><td class=typ>typed-literal</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/ontology/deathPlace\" target=\"_other\">http://dbpedia.org/ontology/deathPlace</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/French_Third_Republic\" target=\"_other\">http://dbpedia.org/resource/French_Third_Republic</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/ontology/deathPlace\" target=\"_other\">http://dbpedia.org/ontology/deathPlace</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Auvers-sur-Oise\" target=\"_other\">http://dbpedia.org/resource/Auvers-sur-Oise</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/ontology/influencedBy\" target=\"_other\">http://dbpedia.org/ontology/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Israel_Tsvaygenbaum\" target=\"_other\">http://dbpedia.org/resource/Israel_Tsvaygenbaum</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/ontology/influencedBy\" target=\"_other\">http://dbpedia.org/ontology/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Victor_Stabin\" target=\"_other\">http://dbpedia.org/resource/Victor_Stabin</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/ontology/influencedBy\" target=\"_other\">http://dbpedia.org/ontology/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Leo_Marchutz\" target=\"_other\">http://dbpedia.org/resource/Leo_Marchutz</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/ontology/influencedBy\" target=\"_other\">http://dbpedia.org/ontology/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Annette_P._Jimerson\" target=\"_other\">http://dbpedia.org/resource/Annette_P._Jimerson</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/ontology/influencedBy\" target=\"_other\">http://dbpedia.org/ontology/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Aung_Khin\" target=\"_other\">http://dbpedia.org/resource/Aung_Khin</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/ontology/influencedBy\" target=\"_other\">http://dbpedia.org/ontology/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Joan_Glass\" target=\"_other\">http://dbpedia.org/resource/Joan_Glass</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/ontology/influencedBy\" target=\"_other\">http://dbpedia.org/ontology/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Chuck_Connelly\" target=\"_other\">http://dbpedia.org/resource/Chuck_Connelly</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/ontology/relative\" target=\"_other\">http://dbpedia.org/ontology/relative</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Theo_van_Gogh_(film_director)\" target=\"_other\">http://dbpedia.org/resource/Theo_van_Gogh_(film_director)</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/property/influenced\" target=\"_other\">http://dbpedia.org/property/influenced</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Adolphe_Monticelli\" target=\"_other\">http://dbpedia.org/resource/Adolphe_Monticelli</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/property/influencedBy\" target=\"_other\">http://dbpedia.org/property/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Axel_Törneman\" target=\"_other\">http://dbpedia.org/resource/Axel_Törneman</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/property/influencedBy\" target=\"_other\">http://dbpedia.org/property/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Hayley_Lever\" target=\"_other\">http://dbpedia.org/resource/Hayley_Lever</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/property/influencedBy\" target=\"_other\">http://dbpedia.org/property/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Arman\" target=\"_other\">http://dbpedia.org/resource/Arman</a></td><td class=typ>uri</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/property/influencedBy\" target=\"_other\">http://dbpedia.org/property/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Roger_Ing\" target=\"_other\">http://dbpedia.org/resource/Roger_Ing</a></td><td class=typ>uri</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/property/influencedBy\" target=\"_other\">http://dbpedia.org/property/influencedBy</a></td><td class=typ>uri</td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Purvis_Young\" target=\"_other\">http://dbpedia.org/resource/Purvis_Young</a></td><td class=typ>uri</td></tr></table><div class=\"tinfo\">Total: 35, Shown: 20</div></div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%format json\n",
    "%display table withtypes\n",
    "\n",
    "# We might have more than one triple pointing to the same object, so we group by object\n",
    "# and take one arbitrary predicate\n",
    "\n",
    "SELECT (SAMPLE(?pred) AS ?prop) ?value\n",
    "WHERE {\n",
    "\n",
    "    # Places and dates\n",
    "    {\n",
    "        dbr:Vincent_van_Gogh ?pred ?value  .\n",
    "        { ?pred rdfs:range xsd:date }\n",
    "        UNION\n",
    "        { ?pred rdfs:range dbo:Place }\n",
    "    }\n",
    "    # People van Gogh relates to\n",
    "    UNION \n",
    "    { \n",
    "        dbr:Vincent_van_Gogh ?pred ?value  .\n",
    "        ?value a foaf:Person \n",
    "    }\n",
    "    # People related to van Gogh\n",
    "    UNION \n",
    "    { \n",
    "        ?value ?pred dbr:Vincent_van_Gogh   .\n",
    "        ?value a foaf:Person \n",
    "    }\n",
    "\n",
    "} GROUP BY ?value ORDER BY ?prop\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "\n",
    "## Find a painting\n",
    "Now we search for a van Gogh painting whose title contains _\"night\"_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><div class=\"magic\">Return format: JSON</div><div class=\"magic\">Display: table</div></div>"
      ],
      "text/plain": [
       "Return format: JSON\n",
       "Display: table\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><table><tr class=hdr><th>picture</th>\n",
       "<th>name</th></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val>Starry Night Over the Rhone</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Cafe_Terrace_at_Night\" target=\"_other\">http://dbpedia.org/resource/Cafe_Terrace_at_Night</a></td>\n",
       "<td class=val>Cafe Terrace at Night</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/The_Night_Café\" target=\"_other\">http://dbpedia.org/resource/The_Night_Café</a></td>\n",
       "<td class=val>The Night Café</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/The_Starry_Night\" target=\"_other\">http://dbpedia.org/resource/The_Starry_Night</a></td>\n",
       "<td class=val>The Starry Night</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/White_House_at_Night\" target=\"_other\">http://dbpedia.org/resource/White_House_at_Night</a></td>\n",
       "<td class=val>White House at Night</td></tr></table><div class=\"tinfo\">Total: 5, Shown: 5</div></div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%format json\n",
    "%display table \n",
    "\n",
    "\n",
    "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n",
    "PREFIX foaf:  <http://xmlns.com/foaf/0.1/>\n",
    "SELECT DISTINCT (?picture) ?name\n",
    "WHERE {\n",
    "        ?picture ?p1 dbr:Vincent_van_Gogh .\n",
    "        ?picture rdfs:label ?name .\n",
    "        FILTER regex(?name,\"night\", \"i\")\n",
    "        FILTER langMatches(lang(?name),\"en\")    \n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Just to show another possibility, we repeat the same query but indicating `raw` display format"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><div class=\"magic\">Display: raw</div></div>"
      ],
      "text/plain": [
       "Display: raw\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "{'head': {'link': [], 'vars': ['picture', 'name']},\n",
       " 'results': {'bindings': [{'name': {'type': 'literal',\n",
       "                                    'value': 'Starry Night Over the Rhone',\n",
       "                                    'xml:lang': 'en'},\n",
       "                           'picture': {'type': 'uri',\n",
       "                                       'value': 'http://dbpedia.org/resource/Starry_Night_Over_the_Rhone'}},\n",
       "                          {'name': {'type': 'literal',\n",
       "                                    'value': 'Cafe Terrace at Night',\n",
       "                                    'xml:lang': 'en'},\n",
       "                           'picture': {'type': 'uri',\n",
       "                                       'value': 'http://dbpedia.org/resource/Cafe_Terrace_at_Night'}},\n",
       "                          {'name': {'type': 'literal',\n",
       "                                    'value': 'The Night Café',\n",
       "                                    'xml:lang': 'en'},\n",
       "                           'picture': {'type': 'uri',\n",
       "                                       'value': 'http://dbpedia.org/resource/The_Night_Café'}},\n",
       "                          {'name': {'type': 'literal',\n",
       "                                    'value': 'The Starry Night',\n",
       "                                    'xml:lang': 'en'},\n",
       "                           'picture': {'type': 'uri',\n",
       "                                       'value': 'http://dbpedia.org/resource/The_Starry_Night'}},\n",
       "                          {'name': {'type': 'literal',\n",
       "                                    'value': 'White House at Night',\n",
       "                                    'xml:lang': 'en'},\n",
       "                           'picture': {'type': 'uri',\n",
       "                                       'value': 'http://dbpedia.org/resource/White_House_at_Night'}}],\n",
       "             'distinct': False,\n",
       "             'ordered': True}}"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%display raw \n",
    "\n",
    "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n",
    "PREFIX foaf:  <http://xmlns.com/foaf/0.1/>\n",
    "SELECT DISTINCT (?picture) ?name\n",
    "WHERE {\n",
    "        ?picture ?p1 dbr:Vincent_van_Gogh .\n",
    "        ?picture rdfs:label ?name .\n",
    "        FILTER regex(?name,\"night\", \"i\")\n",
    "        FILTER langMatches(lang(?name),\"en\")    \n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Describe a painting\n",
    "\n",
    "Now we find out all that DBPedia knows about one of those paintings, _Starry Night Over the Rhone_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><div class=\"magic\">Return format: N3</div><div class=\"magic\">Display: table</div><div class=\"magic\">Label preferred languages: ['en']</div><div class=\"magic\">Result maximum size: unlimited</div></div>"
      ],
      "text/plain": [
       "Return format: N3\n",
       "Display: table\n",
       "Label preferred languages: ['en']\n",
       "Result maximum size: unlimited\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><table><tr class=hdr><th>subject</th>\n",
       "<th>predicate</th>\n",
       "<th>object</th></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/Art102743547\" target=\"_other\">http://dbpedia.org/class/yago/Art102743547</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/2003/01/geo/wgs84_pos#SpatialThing\" target=\"_other\">http://www.w3.org/2003/01/geo/wgs84_pos#SpatialThing</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/ns/prov#wasDerivedFrom\" target=\"_other\">http://www.w3.org/ns/prov#wasDerivedFrom</a></td>\n",
       "<td class=val><a href=\"http://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone?oldid=676277356\" target=\"_other\">http://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone?oldid=676277356</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/type\" target=\"_other\">http://dbpedia.org/property/type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Oil_painting\" target=\"_other\">http://dbpedia.org/resource/Oil_painting</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://xmlns.com/foaf/0.1/isPrimaryTopicOf\" target=\"_other\">http://xmlns.com/foaf/0.1/isPrimaryTopicOf</a></td>\n",
       "<td class=val><a href=\"http://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone\" target=\"_other\">http://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/artist\" target=\"_other\">http://dbpedia.org/property/artist</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Vincent_van_Gogh\" target=\"_other\">http://dbpedia.org/resource/Vincent_van_Gogh</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://purl.org/voc/vrank#hasRank\" target=\"_other\">http://purl.org/voc/vrank#hasRank</a></td>\n",
       "<td class=val>fe92858e2aced48778456b33b2d46291ab1</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/title\" target=\"_other\">http://dbpedia.org/property/title</a></td>\n",
       "<td class=val>Starry Night over the Rhone</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/city\" target=\"_other\">http://dbpedia.org/property/city</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Paris\" target=\"_other\">http://dbpedia.org/resource/Paris</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/thumbnail\" target=\"_other\">http://dbpedia.org/ontology/thumbnail</a></td>\n",
       "<td class=val><a href=\"http://commons.wikimedia.org/wiki/Special:FilePath/Starry_Night_Over_the_Rhone.jpg?width=300\" target=\"_other\">http://commons.wikimedia.org/wiki/Special:FilePath/Starry_Night_Over_the_Rhone.jpg?width=300</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/Artwork\" target=\"_other\">http://dbpedia.org/ontology/Artwork</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/2000/01/rdf-schema#label\" target=\"_other\">http://www.w3.org/2000/01/rdf-schema#label</a></td>\n",
       "<td class=val>Starry Night Over the Rhone</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/PhysicalEntity100001930\" target=\"_other\">http://dbpedia.org/class/yago/PhysicalEntity100001930</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/2002/07/owl#Thing\" target=\"_other\">http://www.w3.org/2002/07/owl#Thing</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/Work\" target=\"_other\">http://dbpedia.org/ontology/Work</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/catalogue\" target=\"_other\">http://dbpedia.org/property/catalogue</a></td>\n",
       "<td class=val>F474; JH1592</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://purl.org/dc/terms/subject\" target=\"_other\">http://purl.org/dc/terms/subject</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Category:Collections_of_the_Musée_d'Orsay\" target=\"_other\">http://dbpedia.org/resource/Category:Collections_of_the_Musée_d'Orsay</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/1888Paintings\" target=\"_other\">http://dbpedia.org/class/yago/1888Paintings</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/Artifact100021939\" target=\"_other\">http://dbpedia.org/class/yago/Artifact100021939</a></td></tr><tr class=even><td class=val><a href=\"http://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone\" target=\"_other\">http://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://xmlns.com/foaf/0.1/primaryTopic\" target=\"_other\">http://xmlns.com/foaf/0.1/primaryTopic</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/VincentVanGoghPaintingsOfArles\" target=\"_other\">http://dbpedia.org/class/yago/VincentVanGoghPaintingsOfArles</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/imperialUnit\" target=\"_other\">http://dbpedia.org/property/imperialUnit</a></td>\n",
       "<td class=val>in</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/author\" target=\"_other\">http://dbpedia.org/ontology/author</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Vincent_van_Gogh\" target=\"_other\">http://dbpedia.org/resource/Vincent_van_Gogh</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://xmlns.com/foaf/0.1/name\" target=\"_other\">http://xmlns.com/foaf/0.1/name</a></td>\n",
       "<td class=val>Starry Night over the Rhone</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/museum\" target=\"_other\">http://dbpedia.org/ontology/museum</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Musée_d'Orsay\" target=\"_other\">http://dbpedia.org/resource/Musée_d'Orsay</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/imageFile\" target=\"_other\">http://dbpedia.org/property/imageFile</a></td>\n",
       "<td class=val>Starry Night Over the Rhone.jpg</td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/metricUnit\" target=\"_other\">http://dbpedia.org/property/metricUnit</a></td>\n",
       "<td class=val>cm</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://schema.org/CreativeWork\" target=\"_other\">http://schema.org/CreativeWork</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/Painting103876519\" target=\"_other\">http://dbpedia.org/class/yago/Painting103876519</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhône\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhône</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/wikiPageRedirects\" target=\"_other\">http://dbpedia.org/ontology/wikiPageRedirects</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/2000/01/rdf-schema#comment\" target=\"_other\">http://www.w3.org/2000/01/rdf-schema#comment</a></td>\n",
       "<td class=val>Starry Night Over the Rhone (September 1888) is one of Vincent van Gogh's paintings of Arles at night time. It was painted at a spot on the bank of the Rhone River that was only a one or two-minute walk from the Yellow House on the Place Lamartine which Van Gogh was renting at the time.</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://purl.org/dc/terms/subject\" target=\"_other\">http://purl.org/dc/terms/subject</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Category:1888_paintings\" target=\"_other\">http://dbpedia.org/resource/Category:1888_paintings</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://www.wikidata.org/entity/Q386724\" target=\"_other\">http://www.wikidata.org/entity/Q386724</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/Object100002684\" target=\"_other\">http://dbpedia.org/class/yago/Object100002684</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/GraphicArt103453809\" target=\"_other\">http://dbpedia.org/class/yago/GraphicArt103453809</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/Creation103129123\" target=\"_other\">http://dbpedia.org/class/yago/Creation103129123</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/wikiPageRedirects\" target=\"_other\">http://dbpedia.org/ontology/wikiPageRedirects</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://xmlns.com/foaf/0.1/depiction\" target=\"_other\">http://xmlns.com/foaf/0.1/depiction</a></td>\n",
       "<td class=val><a href=\"http://commons.wikimedia.org/wiki/Special:FilePath/Starry_Night_Over_the_Rhone.jpg\" target=\"_other\">http://commons.wikimedia.org/wiki/Special:FilePath/Starry_Night_Over_the_Rhone.jpg</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_(disambiguation)\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_(disambiguation)</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/wikiPageDisambiguates\" target=\"_other\">http://dbpedia.org/ontology/wikiPageDisambiguates</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/PaintingsByVincentVanGogh\" target=\"_other\">http://dbpedia.org/class/yago/PaintingsByVincentVanGogh</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#type\" target=\"_other\">http://www.w3.org/1999/02/22-rdf-syntax-ns#type</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/class/yago/Whole100003553\" target=\"_other\">http://dbpedia.org/class/yago/Whole100003553</a></td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://purl.org/dc/terms/subject\" target=\"_other\">http://purl.org/dc/terms/subject</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Category:Paintings_by_Vincent_van_Gogh\" target=\"_other\">http://dbpedia.org/resource/Category:Paintings_by_Vincent_van_Gogh</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/ontology/abstract\" target=\"_other\">http://dbpedia.org/ontology/abstract</a></td>\n",
       "<td class=val>Starry Night Over the Rhone (September 1888) is one of Vincent van Gogh's paintings of Arles at night time. It was painted at a spot on the bank of the Rhone River that was only a one or two-minute walk from the Yellow House on the Place Lamartine which Van Gogh was renting at the time.  The night sky and the effects of light at night provided the subject for some of his more famous paintings, including Cafe Terrace at Night (painted earlier the same month) and the later canvas from Saint-Rémy, The Starry Night.A sketch of the painting is included in a letter van Gogh sent to his friend Eugène Boch on October 2, 1888.The painting was first exhibited in 1889 at the annual exhibition of the Société des Artistes Indépendants in Paris, together with the Irises. The latter was added by Theo, while Vincent had proposed one of his paintings from the public gardens in Arles, most probably the version now in the Phillips Collection.</td></tr><tr class=even><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/property/museum\" target=\"_other\">http://dbpedia.org/property/museum</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Musée_d'Orsay\" target=\"_other\">http://dbpedia.org/resource/Musée_d'Orsay</a></td></tr><tr class=odd><td class=val><a href=\"http://dbpedia.org/resource/Starry_Night_Over_the_Rhone\" target=\"_other\">http://dbpedia.org/resource/Starry_Night_Over_the_Rhone</a></td>\n",
       "<td class=val><a href=\"http://purl.org/dc/terms/subject\" target=\"_other\">http://purl.org/dc/terms/subject</a></td>\n",
       "<td class=val><a href=\"http://dbpedia.org/resource/Category:Vincent_van_Gogh_paintings_of_Arles\" target=\"_other\">http://dbpedia.org/resource/Category:Vincent_van_Gogh_paintings_of_Arles</a></td></tr></table><div class=\"tinfo\">Shown: all, Total rows: 80</div></div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%format n3\n",
    "%display table\n",
    "%lang en\n",
    "%show all\n",
    "\n",
    "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n",
    "PREFIX foaf:  <http://xmlns.com/foaf/0.1/>\n",
    "CONSTRUCT  { ?s1 ?p1 dbr:Starry_Night_Over_the_Rhone .\n",
    "             dbr:Starry_Night_Over_the_Rhone ?p2 ?o1 .\n",
    "           }\n",
    "WHERE {\n",
    "    { ?s1 ?p1 dbr:Starry_Night_Over_the_Rhone }\n",
    "    UNION\n",
    "    { dbr:Starry_Night_Over_the_Rhone ?p2 ?o1 }\n",
    "    \n",
    "    FILTER ( ?p1 != owl:sameAs && ?p2 != owl:sameAs)\n",
    "}\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Similar data could be obtained by asking the endpoint to `DESCRIBE` the resource. Let's do this, but for a twist let's ask the kernel to draw a graph with the results (for this to work, [Graphviz](http://www.graphviz.org/) should be installed in the system).\n",
    "\n",
    "We generate a PNG here. Note that `svg` is a much better format than `png`, if the browser supports it (better quality, and hyperlinked nodes)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><div class=\"magic\">Return format: N3</div><div class=\"magic\">Display: png</div><div class=\"magic\">Label preferred languages: ['en']</div></div>"
      ],
      "text/plain": [
       "Return format: N3\n",
       "Display: png\n",
       "Label preferred languages: ['en']\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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"
     },
     "metadata": {
      "image/png": {
       "height": 2200,
       "unconfined": true,
       "width": 5500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%format n3\n",
    "%display diagram png\n",
    "%lang en\n",
    "\n",
    "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n",
    "PREFIX foaf:  <http://xmlns.com/foaf/0.1/>\n",
    "DESCRIBE dbr:Starry_Night_Over_the_Rhone"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Locate paintings\n",
    "\n",
    "Finally, to print out a slightly more complex graph, we will construct one with all of van Gogh's paintings, together with their location and the country they are in.\n",
    "\n",
    "This one we render as SVG; this has the said advantage of better quality (being a vector format). Plus nodes and edges can contain hyperlinks, so when they are URIs they point to the full URL (note that, unless the `withliterals` option is used, **all** represented nodes will be URIs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"krn-spql\"><div class=\"magic\">Return format: N3</div><div class=\"magic\">Display: svg</div></div>"
      ],
      "text/plain": [
       "Return format: N3\n",
       "Display: svg\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Generated by graphviz version 2.36.0 (20140111.2315)\n",
       " -->\n",
       "<!-- Title: %3 Pages: 1 -->\n",
       "<svg class=\"unconfined\" width=\"4275pt\" height=\"290pt\"\n",
       " viewBox=\"0.00 0.00 4275.00 290.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 286)\">\n",
       "<title>%3</title>\n",
       "<polygon fill=\"white\" stroke=\"none\" points=\"-4,4 -4,-286 4271,-286 4271,4 -4,4\"/>\n",
       "<!-- node0 -->\n",
       "<g id=\"node1\" class=\"node\"><title>node0</title>\n",
       "<g id=\"a_node1\"><a xlink:href=\"http://dbpedia.org/resource/Worcester_Art_Museum\" xlink:title=\"Worcester Art\\nMuseum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"214\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Worcester Art</text>\n",
       "<text text-anchor=\"middle\" x=\"214\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node1 -->\n",
       "<g id=\"node2\" class=\"node\"><title>node1</title>\n",
       "<g id=\"a_node2\"><a xlink:href=\"http://dbpedia.org/resource/Massachusetts\" xlink:title=\"Massachusetts\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"318\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Massachusetts</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node0&#45;&gt;node1 -->\n",
       "<g id=\"edge1\" class=\"edge\"><title>node0&#45;&gt;node1</title>\n",
       "<g id=\"a_edge1\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M236.493,-163.952C243.982,-158.259 252.361,-151.869 260,-146 269.13,-138.985 279.04,-131.317 288.041,-124.33\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"296.005,-118.144 290.868,-127.832 292.056,-121.211 288.108,-124.279 288.108,-124.279 288.108,-124.279 292.056,-121.211 285.347,-120.725 296.005,-118.144 296.005,-118.144\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge1&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"295\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node37 -->\n",
       "<g id=\"node38\" class=\"node\"><title>node37</title>\n",
       "<g id=\"a_node38\"><a xlink:href=\"http://dbpedia.org/resource/Worcester,_Massachusetts\" xlink:title=\" Massachusetts\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"209\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\"> Massachusetts</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node0&#45;&gt;node37 -->\n",
       "<g id=\"edge55\" class=\"edge\"><title>node0&#45;&gt;node37</title>\n",
       "<g id=\"a_edge55\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M212.915,-163.641C212.269,-153.297 211.434,-139.941 210.701,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"210.066,-118.05 215.181,-127.75 210.378,-123.04 210.69,-128.031 210.69,-128.031 210.69,-128.031 210.378,-123.04 206.198,-128.311 210.066,-118.05 210.066,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge55&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"234\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node11 -->\n",
       "<g id=\"node12\" class=\"node\"><title>node11</title>\n",
       "<g id=\"a_node12\"><a xlink:href=\"http://dbpedia.org/resource/United_States\" xlink:title=\"United\\nStates\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"530\" y=\"-21\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">United</text>\n",
       "<text text-anchor=\"middle\" x=\"530\" y=\"-10\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">States</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node1&#45;&gt;node11 -->\n",
       "<g id=\"edge51\" class=\"edge\"><title>node1&#45;&gt;node11</title>\n",
       "<g id=\"a_edge51\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M342.02,-81.8658C356.042,-72.5227 374.392,-61.3901 392,-54 424.883,-40.199 464.535,-30.8369 492.881,-25.294\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"502.78,-23.4236 493.789,-29.7022 497.867,-24.352 492.953,-25.2805 492.953,-25.2805 492.953,-25.2805 497.867,-24.352 492.118,-20.8587 502.78,-23.4236 502.78,-23.4236\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge51&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"413.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node2 -->\n",
       "<g id=\"node3\" class=\"node\"><title>node2</title>\n",
       "<g id=\"a_node3\"><a xlink:href=\"http://dbpedia.org/resource/Strand,_London\" xlink:title=\" London\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3190\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\"> London</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node3 -->\n",
       "<g id=\"node4\" class=\"node\"><title>node3</title>\n",
       "<g id=\"a_node4\"><a xlink:href=\"http://dbpedia.org/resource/United_Kingdom\" xlink:title=\"United\\nKingdom\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3263\" y=\"-21\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">United</text>\n",
       "<text text-anchor=\"middle\" x=\"3263\" y=\"-10\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Kingdom</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node2&#45;&gt;node3 -->\n",
       "<g id=\"edge2\" class=\"edge\"><title>node2&#45;&gt;node3</title>\n",
       "<g id=\"a_edge2\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3197.9,-81.6776C3202.43,-72.8279 3208.68,-62.2224 3216,-54 3219.64,-49.9153 3223.82,-46.003 3228.15,-42.3707\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3236.04,-36.1582 3230.97,-45.8799 3232.12,-39.2512 3228.19,-42.3442 3228.19,-42.3442 3228.19,-42.3442 3232.12,-39.2512 3225.4,-38.8084 3236.04,-36.1582 3236.04,-36.1582\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge2&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3237.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node4 -->\n",
       "<g id=\"node5\" class=\"node\"><title>node4</title>\n",
       "<g id=\"a_node5\"><a xlink:href=\"http://dbpedia.org/resource/Musée_Rodin\" xlink:title=\"Musée\\nRodin\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3488\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Musée</text>\n",
       "<text text-anchor=\"middle\" x=\"3488\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Rodin</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node5 -->\n",
       "<g id=\"node6\" class=\"node\"><title>node5</title>\n",
       "<g id=\"a_node6\"><a xlink:href=\"http://dbpedia.org/resource/Paris\" xlink:title=\"Paris\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3488\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Paris</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node4&#45;&gt;node5 -->\n",
       "<g id=\"edge3\" class=\"edge\"><title>node4&#45;&gt;node5</title>\n",
       "<g id=\"a_edge3\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3488,-163.641C3488,-153.297 3488,-139.941 3488,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3488,-118.05 3492.5,-128.05 3488,-123.05 3488,-128.05 3488,-128.05 3488,-128.05 3488,-123.05 3483.5,-128.05 3488,-118.05 3488,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge3&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3510\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node39 -->\n",
       "<g id=\"node40\" class=\"node\"><title>node39</title>\n",
       "<g id=\"a_node40\"><a xlink:href=\"http://dbpedia.org/resource/France\" xlink:title=\"France\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3488\" y=\"-15.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">France</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node5&#45;&gt;node39 -->\n",
       "<g id=\"edge27\" class=\"edge\"><title>node5&#45;&gt;node39</title>\n",
       "<g id=\"a_edge27\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3488,-81.6412C3488,-71.2971 3488,-57.941 3488,-46.2206\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3488,-36.0501 3492.5,-46.0501 3488,-41.0501 3488,-46.0501 3488,-46.0501 3488,-46.0501 3488,-41.0501 3483.5,-46.0501 3488,-36.0501 3488,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge27&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3509.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node6 -->\n",
       "<g id=\"node7\" class=\"node\"><title>node6</title>\n",
       "<g id=\"a_node7\"><a xlink:href=\"http://dbpedia.org/resource/Boats_du_Rhône\" xlink:title=\"Boats\\ndu Rhône\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3012\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Boats</text>\n",
       "<text text-anchor=\"middle\" x=\"3012\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">du Rhône</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node7 -->\n",
       "<g id=\"node8\" class=\"node\"><title>node7</title>\n",
       "<g id=\"a_node8\"><a xlink:href=\"http://dbpedia.org/resource/Museum_Folkwang\" xlink:title=\"Museum\\nFolkwang\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3011\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "<text text-anchor=\"middle\" x=\"3011\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Folkwang</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node6&#45;&gt;node7 -->\n",
       "<g id=\"edge4\" class=\"edge\"><title>node6&#45;&gt;node7</title>\n",
       "<g id=\"a_edge4\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3011.78,-245.641C3011.65,-235.297 3011.49,-221.941 3011.34,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3011.21,-200.05 3015.84,-209.993 3011.28,-205.05 3011.34,-210.049 3011.34,-210.049 3011.34,-210.049 3011.28,-205.05 3006.84,-210.106 3011.21,-200.05 3011.21,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge4&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3035\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node14 -->\n",
       "<g id=\"node15\" class=\"node\"><title>node14</title>\n",
       "<g id=\"a_node15\"><a xlink:href=\"http://dbpedia.org/resource/Thyssen-Bornemisza_Museum\" xlink:title=\"Thyssen&#45;Bornemisza\\nMuseum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3117\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Thyssen&#45;Bornemisza</text>\n",
       "<text text-anchor=\"middle\" x=\"3117\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node6&#45;&gt;node14 -->\n",
       "<g id=\"edge56\" class=\"edge\"><title>node6&#45;&gt;node14</title>\n",
       "<g id=\"a_edge56\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3037.19,-245.916C3045.21,-240.33 3054.06,-234.014 3062,-228 3070.94,-221.226 3080.47,-213.586 3089.04,-206.551\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3096.92,-200.038 3092.08,-209.88 3093.06,-203.225 3089.21,-206.412 3089.21,-206.412 3089.21,-206.412 3093.06,-203.225 3086.34,-202.945 3096.92,-200.038 3096.92,-200.038\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge56&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3098\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node20 -->\n",
       "<g id=\"node21\" class=\"node\"><title>node20</title>\n",
       "<g id=\"a_node21\"><a xlink:href=\"http://dbpedia.org/resource/Smithsonian_Institution\" xlink:title=\"Smithsonian\\nInstitution\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2077\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Smithsonian</text>\n",
       "<text text-anchor=\"middle\" x=\"2077\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Institution</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node6&#45;&gt;node20 -->\n",
       "<g id=\"edge94\" class=\"edge\"><title>node6&#45;&gt;node20</title>\n",
       "<g id=\"a_edge94\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2981.38,-249.389C2977.92,-248.125 2974.41,-246.961 2971,-246 2951.73,-240.572 2812.92,-220.029 2793,-218 2623.47,-200.734 2580.21,-208.344 2410,-200 2308.95,-195.046 2190.67,-188.933 2125.78,-185.552\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2115.45,-185.014 2125.68,-181.041 2120.45,-185.274 2125.44,-185.535 2125.44,-185.535 2125.44,-185.535 2120.45,-185.274 2125.21,-190.028 2115.45,-185.014 2115.45,-185.014\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge94&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2887\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node36 -->\n",
       "<g id=\"node37\" class=\"node\"><title>node36</title>\n",
       "<g id=\"a_node37\"><a xlink:href=\"http://dbpedia.org/resource/Essen\" xlink:title=\"Essen\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2997\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Essen</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node7&#45;&gt;node36 -->\n",
       "<g id=\"edge24\" class=\"edge\"><title>node7&#45;&gt;node36</title>\n",
       "<g id=\"a_edge24\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3007.96,-163.641C3006.15,-153.297 3003.81,-139.941 3001.76,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2999.98,-118.05 3006.14,-127.125 3000.85,-122.975 3001.71,-127.9 3001.71,-127.9 3001.71,-127.9 3000.85,-122.975 2997.28,-128.676 2999.98,-118.05 2999.98,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge24&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3027\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node8 -->\n",
       "<g id=\"node9\" class=\"node\"><title>node8</title>\n",
       "<g id=\"a_node9\"><a xlink:href=\"http://dbpedia.org/resource/Cologne\" xlink:title=\"Cologne\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2923\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Cologne</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node9 -->\n",
       "<g id=\"node10\" class=\"node\"><title>node9</title>\n",
       "<g id=\"a_node10\"><a xlink:href=\"http://dbpedia.org/resource/Germany\" xlink:title=\"Germany\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2959\" y=\"-15.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Germany</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node8&#45;&gt;node9 -->\n",
       "<g id=\"edge5\" class=\"edge\"><title>node8&#45;&gt;node9</title>\n",
       "<g id=\"a_edge5\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2922.49,-81.693C2922.84,-73.048 2924.17,-62.6215 2928,-54 2929.54,-50.5316 2931.55,-47.1628 2933.81,-43.9728\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2940.22,-36.001 2937.46,-46.615 2937.08,-39.8987 2933.95,-43.7963 2933.95,-43.7963 2933.95,-43.7963 2937.08,-39.8987 2930.44,-40.9777 2940.22,-36.001 2940.22,-36.001\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge5&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2949.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node10 -->\n",
       "<g id=\"node11\" class=\"node\"><title>node10</title>\n",
       "<g id=\"a_node11\"><a xlink:href=\"http://dbpedia.org/resource/Chicago\" xlink:title=\"Chicago\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"572\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Chicago</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node10&#45;&gt;node11 -->\n",
       "<g id=\"edge6\" class=\"edge\"><title>node10&#45;&gt;node11</title>\n",
       "<g id=\"a_edge6\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M562.887,-81.6412C557.29,-70.9805 550.013,-57.1205 543.728,-45.149\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"538.951,-36.0501 547.584,-42.8123 541.275,-40.4771 543.6,-44.9041 543.6,-44.9041 543.6,-44.9041 541.275,-40.4771 539.615,-46.9959 538.951,-36.0501 538.951,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge6&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"575.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node12 -->\n",
       "<g id=\"node13\" class=\"node\"><title>node12</title>\n",
       "<g id=\"a_node13\"><a xlink:href=\"http://dbpedia.org/resource/Self-Portrait_with_Bandaged_Ear\" xlink:title=\"Self&#45;Portrait with\\nBandaged Ear\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3228\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Self&#45;Portrait with</text>\n",
       "<text text-anchor=\"middle\" x=\"3228\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Bandaged Ear</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node13 -->\n",
       "<g id=\"node14\" class=\"node\"><title>node13</title>\n",
       "<g id=\"a_node14\"><a xlink:href=\"http://dbpedia.org/resource/Courtauld_Gallery\" xlink:title=\"Courtauld\\nGallery\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3228\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Courtauld</text>\n",
       "<text text-anchor=\"middle\" x=\"3228\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Gallery</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node12&#45;&gt;node13 -->\n",
       "<g id=\"edge7\" class=\"edge\"><title>node12&#45;&gt;node13</title>\n",
       "<g id=\"a_edge7\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3228,-245.641C3228,-235.297 3228,-221.941 3228,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3228,-200.05 3232.5,-210.05 3228,-205.05 3228,-210.05 3228,-210.05 3228,-210.05 3228,-205.05 3223.5,-210.05 3228,-200.05 3228,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge7&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3251\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node13&#45;&gt;node2 -->\n",
       "<g id=\"edge20\" class=\"edge\"><title>node13&#45;&gt;node2</title>\n",
       "<g id=\"a_edge20\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3208.37,-163.684C3203.59,-158.472 3198.99,-152.416 3196,-146 3193.5,-140.643 3191.95,-134.563 3191.01,-128.643\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3189.89,-118.35 3195.44,-127.808 3190.43,-123.321 3190.97,-128.292 3190.97,-128.292 3190.97,-128.292 3190.43,-123.321 3186.5,-128.776 3189.89,-118.35 3189.89,-118.35\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge20&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3218\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node76 -->\n",
       "<g id=\"node77\" class=\"node\"><title>node76</title>\n",
       "<g id=\"a_node77\"><a xlink:href=\"http://dbpedia.org/resource/London\" xlink:title=\"London\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3263\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">London</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node13&#45;&gt;node76 -->\n",
       "<g id=\"edge75\" class=\"edge\"><title>node13&#45;&gt;node76</title>\n",
       "<g id=\"a_edge75\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3235.59,-163.641C3240.21,-153.086 3246.2,-139.395 3251.4,-127.505\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3255.54,-118.05 3255.66,-129.015 3253.54,-122.631 3251.53,-127.212 3251.53,-127.212 3251.53,-127.212 3253.54,-122.631 3247.41,-125.408 3255.54,-118.05 3255.54,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge75&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3270\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node15 -->\n",
       "<g id=\"node16\" class=\"node\"><title>node15</title>\n",
       "<g id=\"a_node16\"><a xlink:href=\"http://dbpedia.org/resource/Madrid\" xlink:title=\"Madrid\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3117\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Madrid</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node14&#45;&gt;node15 -->\n",
       "<g id=\"edge8\" class=\"edge\"><title>node14&#45;&gt;node15</title>\n",
       "<g id=\"a_edge8\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3117,-163.641C3117,-153.297 3117,-139.941 3117,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3117,-118.05 3121.5,-128.05 3117,-123.05 3117,-128.05 3117,-128.05 3117,-128.05 3117,-123.05 3112.5,-128.05 3117,-118.05 3117,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge8&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3139\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node48 -->\n",
       "<g id=\"node49\" class=\"node\"><title>node48</title>\n",
       "<g id=\"a_node49\"><a xlink:href=\"http://dbpedia.org/resource/Spain\" xlink:title=\"Spain\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3117\" y=\"-15.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Spain</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node15&#45;&gt;node48 -->\n",
       "<g id=\"edge32\" class=\"edge\"><title>node15&#45;&gt;node48</title>\n",
       "<g id=\"a_edge32\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3117,-81.6412C3117,-71.2971 3117,-57.941 3117,-46.2206\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3117,-36.0501 3121.5,-46.0501 3117,-41.0501 3117,-46.0501 3117,-46.0501 3117,-46.0501 3117,-41.0501 3112.5,-46.0501 3117,-36.0501 3117,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge32&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3138.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node16 -->\n",
       "<g id=\"node17\" class=\"node\"><title>node16</title>\n",
       "<g id=\"a_node17\"><a xlink:href=\"http://dbpedia.org/resource/Adrianus_Jacobus_Zuyderland\" xlink:title=\"Adrianus\\nJacobus Zuyderland\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"214\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Adrianus</text>\n",
       "<text text-anchor=\"middle\" x=\"214\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Jacobus Zuyderland</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node16&#45;&gt;node0 -->\n",
       "<g id=\"edge9\" class=\"edge\"><title>node16&#45;&gt;node0</title>\n",
       "<g id=\"a_edge9\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M214,-245.641C214,-235.297 214,-221.941 214,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"214,-200.05 218.5,-210.05 214,-205.05 214,-210.05 214,-210.05 214,-210.05 214,-205.05 209.5,-210.05 214,-200.05 214,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge9&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"237\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node17 -->\n",
       "<g id=\"node18\" class=\"node\"><title>node17</title>\n",
       "<g id=\"a_node18\"><a xlink:href=\"http://dbpedia.org/resource/Tsentralny_District,_Saint_Petersburg\" xlink:title=\" Saint\\nPetersburg\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3672\" y=\"-103\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\"> Saint</text>\n",
       "<text text-anchor=\"middle\" x=\"3672\" y=\"-92\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Petersburg</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node18 -->\n",
       "<g id=\"node19\" class=\"node\"><title>node18</title>\n",
       "<g id=\"a_node19\"><a xlink:href=\"http://dbpedia.org/resource/Russia\" xlink:title=\"Russia\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3711\" y=\"-15.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Russia</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node17&#45;&gt;node18 -->\n",
       "<g id=\"edge10\" class=\"edge\"><title>node17&#45;&gt;node18</title>\n",
       "<g id=\"a_edge10\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3674.92,-81.7587C3676.8,-73.1304 3679.7,-62.699 3684,-54 3685.58,-50.807 3687.47,-47.6215 3689.51,-44.5457\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3695.52,-36.2527 3693.3,-46.9904 3692.59,-40.301 3689.65,-44.3492 3689.65,-44.3492 3689.65,-44.3492 3692.59,-40.301 3686.01,-41.708 3695.52,-36.2527 3695.52,-36.2527\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge10&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3705.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node19 -->\n",
       "<g id=\"node20\" class=\"node\"><title>node19</title>\n",
       "<g id=\"a_node20\"><a xlink:href=\"http://dbpedia.org/resource/Washington,_D.C.\" xlink:title=\" D.C.\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2004\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\"> D.C.</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node19&#45;&gt;node11 -->\n",
       "<g id=\"edge11\" class=\"edge\"><title>node19&#45;&gt;node11</title>\n",
       "<g id=\"a_edge11\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1995.53,-81.6946C1989.61,-71.6625 1980.67,-59.8822 1969,-54 1904.61,-21.5331 786.255,-19.1599 567.088,-19.007\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"557.052,-19.0011 567.055,-14.507 562.052,-19.0041 567.052,-19.007 567.052,-19.007 567.052,-19.007 562.052,-19.0041 567.05,-23.507 557.052,-19.0011 557.052,-19.0011\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge11&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2003.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node20&#45;&gt;node19 -->\n",
       "<g id=\"edge88\" class=\"edge\"><title>node20&#45;&gt;node19</title>\n",
       "<g id=\"a_edge88\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2049.38,-163.987C2042.22,-158.775 2034.87,-152.645 2029,-146 2024.15,-140.512 2019.84,-133.924 2016.23,-127.505\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2011.44,-118.366 2020.07,-125.139 2013.76,-122.796 2016.08,-127.226 2016.08,-127.226 2016.08,-127.226 2013.76,-122.796 2012.09,-129.313 2011.44,-118.366 2011.44,-118.366\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge88&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2051\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node21 -->\n",
       "<g id=\"node22\" class=\"node\"><title>node21</title>\n",
       "<g id=\"a_node22\"><a xlink:href=\"http://dbpedia.org/resource/New_York_City\" xlink:title=\"New\\nYork City\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"718\" y=\"-103\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">New</text>\n",
       "<text text-anchor=\"middle\" x=\"718\" y=\"-92\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">York City</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node20&#45;&gt;node21 -->\n",
       "<g id=\"edge12\" class=\"edge\"><title>node20&#45;&gt;node21</title>\n",
       "<g id=\"a_edge12\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2038.51,-166.197C2035.33,-165.331 2032.13,-164.579 2029,-164 1874.68,-135.45 1479.74,-153.823 1323,-146 1108.05,-135.272 850.784,-113 755.707,-104.447\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"745.709,-103.545 756.074,-99.9622 750.689,-103.994 755.669,-104.444 755.669,-104.444 755.669,-104.444 750.689,-103.994 755.264,-108.926 745.709,-103.545 745.709,-103.545\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge12&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1345\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node51 -->\n",
       "<g id=\"node52\" class=\"node\"><title>node51</title>\n",
       "<g id=\"a_node52\"><a xlink:href=\"http://dbpedia.org/resource/Chantilly,_Virginia\" xlink:title=\" Virginia\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2077\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\"> Virginia</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node20&#45;&gt;node51 -->\n",
       "<g id=\"edge42\" class=\"edge\"><title>node20&#45;&gt;node51</title>\n",
       "<g id=\"a_edge42\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2077,-163.641C2077,-153.297 2077,-139.941 2077,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2077,-118.05 2081.5,-128.05 2077,-123.05 2077,-128.05 2077,-128.05 2077,-128.05 2077,-123.05 2072.5,-128.05 2077,-118.05 2077,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge42&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2099\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node21&#45;&gt;node11 -->\n",
       "<g id=\"edge64\" class=\"edge\"><title>node21&#45;&gt;node11</title>\n",
       "<g id=\"a_edge64\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M699.955,-81.9473C689.107,-72.513 674.607,-61.263 660,-54 630.438,-39.3012 593.921,-30.1675 567.124,-24.9325\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"557.006,-23.05 567.66,-20.4551 561.922,-23.9646 566.837,-24.8792 566.837,-24.8792 566.837,-24.8792 561.922,-23.9646 566.014,-29.3033 557.006,-23.05 557.006,-23.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge64&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"697.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node22 -->\n",
       "<g id=\"node23\" class=\"node\"><title>node22</title>\n",
       "<g id=\"a_node23\"><a xlink:href=\"http://dbpedia.org/resource/Drawbridge_in_Nieuw-Amsterdam\" xlink:title=\"Drawbridge in\\nNieuw&#45;Amsterdam\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2793\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Drawbridge in</text>\n",
       "<text text-anchor=\"middle\" x=\"2793\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Nieuw&#45;Amsterdam</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node23 -->\n",
       "<g id=\"node24\" class=\"node\"><title>node23</title>\n",
       "<g id=\"a_node24\"><a xlink:href=\"http://dbpedia.org/resource/Groninger_Museum\" xlink:title=\"Groninger\\nMuseum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2451\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Groninger</text>\n",
       "<text text-anchor=\"middle\" x=\"2451\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node22&#45;&gt;node23 -->\n",
       "<g id=\"edge13\" class=\"edge\"><title>node22&#45;&gt;node23</title>\n",
       "<g id=\"a_edge13\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2771.27,-245.946C2757.61,-236.139 2739.18,-224.508 2721,-218 2644.03,-190.446 2547.81,-184.148 2493.49,-182.961\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2483.21,-182.787 2493.28,-178.457 2488.21,-182.872 2493.2,-182.957 2493.2,-182.957 2493.2,-182.957 2488.21,-182.872 2493.13,-187.456 2483.21,-182.787 2483.21,-182.787\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge13&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2766\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node72 -->\n",
       "<g id=\"node73\" class=\"node\"><title>node72</title>\n",
       "<g id=\"a_node73\"><a xlink:href=\"http://dbpedia.org/resource/Groningen\" xlink:title=\"Groningen\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2227\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Groningen</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node23&#45;&gt;node72 -->\n",
       "<g id=\"edge59\" class=\"edge\"><title>node23&#45;&gt;node72</title>\n",
       "<g id=\"a_edge59\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2418.91,-169.538C2379.66,-155.52 2313.08,-131.744 2269.58,-116.208\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2260.13,-112.832 2271.06,-111.957 2264.84,-114.514 2269.55,-116.195 2269.55,-116.195 2269.55,-116.195 2264.84,-114.514 2268.03,-120.433 2260.13,-112.832 2260.13,-112.832\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge59&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2375\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node24 -->\n",
       "<g id=\"node25\" class=\"node\"><title>node24</title>\n",
       "<g id=\"a_node25\"><a xlink:href=\"http://dbpedia.org/resource/Le_Moulin_de_la_Galette_(Van_Gogh_series)\" xlink:title=\"Le Moulin de la\\nGalette (Van Gogh series)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"70\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Le Moulin de la</text>\n",
       "<text text-anchor=\"middle\" x=\"70\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Galette (Van Gogh series)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node25 -->\n",
       "<g id=\"node26\" class=\"node\"><title>node25</title>\n",
       "<g id=\"a_node26\"><a xlink:href=\"http://dbpedia.org/resource/Carnegie_Museum_of_Art\" xlink:title=\"Carnegie Museum\\nof Art\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"87\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Carnegie Museum</text>\n",
       "<text text-anchor=\"middle\" x=\"87\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">of Art</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node24&#45;&gt;node25 -->\n",
       "<g id=\"edge14\" class=\"edge\"><title>node24&#45;&gt;node25</title>\n",
       "<g id=\"a_edge14\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M73.6887,-245.641C75.9093,-235.192 78.783,-221.668 81.2918,-209.862\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"83.3769,-200.05 85.6999,-210.767 82.3375,-204.941 81.2982,-209.832 81.2982,-209.832 81.2982,-209.832 82.3375,-204.941 76.8965,-208.896 83.3769,-200.05 83.3769,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge14&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"103\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node64 -->\n",
       "<g id=\"node65\" class=\"node\"><title>node64</title>\n",
       "<g id=\"a_node65\"><a xlink:href=\"http://dbpedia.org/resource/Pittsburgh\" xlink:title=\"Pittsburgh\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"106\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Pittsburgh</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node25&#45;&gt;node64 -->\n",
       "<g id=\"edge47\" class=\"edge\"><title>node25&#45;&gt;node64</title>\n",
       "<g id=\"a_edge47\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M91.1227,-163.641C93.6045,-153.192 96.8163,-139.668 99.6202,-127.862\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"101.951,-118.05 104.018,-128.819 100.795,-122.915 99.6398,-127.779 99.6398,-127.779 99.6398,-127.779 100.795,-122.915 95.2616,-126.74 101.951,-118.05 101.951,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge47&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"120\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node26 -->\n",
       "<g id=\"node27\" class=\"node\"><title>node26</title>\n",
       "<g id=\"a_node27\"><a xlink:href=\"http://dbpedia.org/resource/Japonaiserie_(Van_Gogh)\" xlink:title=\"Japonaiserie\\n(Van Gogh)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2329\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Japonaiserie</text>\n",
       "<text text-anchor=\"middle\" x=\"2329\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">(Van Gogh)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node27 -->\n",
       "<g id=\"node28\" class=\"node\"><title>node27</title>\n",
       "<g id=\"a_node28\"><a xlink:href=\"http://dbpedia.org/resource/Van_Gogh_Museum\" xlink:title=\"Van\\nGogh Museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1977\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Van</text>\n",
       "<text text-anchor=\"middle\" x=\"1977\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Gogh Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node26&#45;&gt;node27 -->\n",
       "<g id=\"edge15\" class=\"edge\"><title>node26&#45;&gt;node27</title>\n",
       "<g id=\"a_edge15\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2291.89,-246.375C2268.32,-236.535 2236.93,-224.716 2208,-218 2133.16,-200.623 2109.1,-215.275 2030.13,-199.927\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2020.22,-197.903 2030.92,-195.496 2025.12,-198.904 2030.02,-199.904 2030.02,-199.904 2030.02,-199.904 2025.12,-198.904 2029.12,-204.313 2020.22,-197.903 2020.22,-197.903\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge15&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2266\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node50 -->\n",
       "<g id=\"node51\" class=\"node\"><title>node50</title>\n",
       "<g id=\"a_node51\"><a xlink:href=\"http://dbpedia.org/resource/Amsterdam\" xlink:title=\"Amsterdam\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1922\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Amsterdam</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node27&#45;&gt;node50 -->\n",
       "<g id=\"edge35\" class=\"edge\"><title>node27&#45;&gt;node50</title>\n",
       "<g id=\"a_edge35\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1956.43,-163.746C1950.93,-158.448 1945.33,-152.333 1941,-146 1937.17,-140.394 1933.88,-133.894 1931.16,-127.606\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1927.37,-118.06 1935.24,-125.694 1929.21,-122.707 1931.06,-127.354 1931.06,-127.354 1931.06,-127.354 1929.21,-122.707 1926.88,-129.015 1927.37,-118.06 1927.37,-118.06\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge35&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1963\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node28 -->\n",
       "<g id=\"node29\" class=\"node\"><title>node28</title>\n",
       "<g id=\"a_node29\"><a xlink:href=\"http://dbpedia.org/resource/Landscape_with_Snow\" xlink:title=\"Landscape\\nwith Snow\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"414\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Landscape</text>\n",
       "<text text-anchor=\"middle\" x=\"414\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">with Snow</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node29 -->\n",
       "<g id=\"node30\" class=\"node\"><title>node29</title>\n",
       "<g id=\"a_node30\"><a xlink:href=\"http://dbpedia.org/resource/Solomon_R._Guggenheim_Museum\" xlink:title=\"Solomon R. Guggenheim\\nMuseum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"496\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Solomon R. Guggenheim</text>\n",
       "<text text-anchor=\"middle\" x=\"496\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node28&#45;&gt;node29 -->\n",
       "<g id=\"edge16\" class=\"edge\"><title>node28&#45;&gt;node29</title>\n",
       "<g id=\"a_edge16\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M431.793,-245.641C443.369,-234.347 458.626,-219.462 471.363,-207.036\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"478.524,-200.05 474.508,-210.254 474.945,-203.542 471.366,-207.033 471.366,-207.033 471.366,-207.033 474.945,-203.542 468.223,-203.812 478.524,-200.05 478.524,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge16&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"483\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node29&#45;&gt;node21 -->\n",
       "<g id=\"edge17\" class=\"edge\"><title>node29&#45;&gt;node21</title>\n",
       "<g id=\"a_edge17\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M513.33,-163.955C524.35,-154.152 539.435,-142.521 555,-136 607.175,-114.141 626.734,-133.975 681,-118 681.097,-117.971 681.195,-117.942 681.293,-117.913\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"690.452,-114.697 682.508,-122.256 685.734,-116.353 681.017,-118.01 681.017,-118.01 681.017,-118.01 685.734,-116.353 679.526,-113.764 690.452,-114.697 690.452,-114.697\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge17&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"577\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node80 -->\n",
       "<g id=\"node81\" class=\"node\"><title>node80</title>\n",
       "<g id=\"a_node81\"><a xlink:href=\"http://dbpedia.org/resource/Manhattan\" xlink:title=\"Manhattan\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"492\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Manhattan</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node29&#45;&gt;node80 -->\n",
       "<g id=\"edge70\" class=\"edge\"><title>node29&#45;&gt;node80</title>\n",
       "<g id=\"a_edge70\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M493.657,-163.944C492.98,-158.249 492.334,-151.862 492,-146 491.672,-140.248 491.533,-134.075 491.502,-128.201\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"491.543,-118.108 496.002,-128.126 491.523,-123.108 491.502,-128.108 491.502,-128.108 491.502,-128.108 491.523,-123.108 487.002,-128.089 491.543,-118.108 491.543,-118.108\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge70&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"514\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node30 -->\n",
       "<g id=\"node31\" class=\"node\"><title>node30</title>\n",
       "<g id=\"a_node31\"><a xlink:href=\"http://dbpedia.org/resource/Portrait_of_Père_Tanguy\" xlink:title=\"Portrait\\nof Père Tanguy\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3460\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Portrait</text>\n",
       "<text text-anchor=\"middle\" x=\"3460\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">of Père Tanguy</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node30&#45;&gt;node4 -->\n",
       "<g id=\"edge18\" class=\"edge\"><title>node30&#45;&gt;node4</title>\n",
       "<g id=\"a_edge18\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3466.08,-245.641C3469.77,-235.086 3474.56,-221.395 3478.72,-209.505\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3482.03,-200.05 3482.98,-210.975 3480.38,-204.769 3478.73,-209.489 3478.73,-209.489 3478.73,-209.489 3480.38,-204.769 3474.48,-208.002 3482.03,-200.05 3482.03,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge18&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3499\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node31 -->\n",
       "<g id=\"node32\" class=\"node\"><title>node31</title>\n",
       "<g id=\"a_node32\"><a xlink:href=\"http://dbpedia.org/resource/Falling_Autumn_Leaves\" xlink:title=\"Falling Autumn\\nLeaves\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1210\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Falling Autumn</text>\n",
       "<text text-anchor=\"middle\" x=\"1210\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Leaves</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node32 -->\n",
       "<g id=\"node33\" class=\"node\"><title>node32</title>\n",
       "<g id=\"a_node33\"><a xlink:href=\"http://dbpedia.org/resource/Kröller-Müller_Museum\" xlink:title=\"Kröller&#45;Müller\\nMuseum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1102\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Kröller&#45;Müller</text>\n",
       "<text text-anchor=\"middle\" x=\"1102\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node31&#45;&gt;node32 -->\n",
       "<g id=\"edge19\" class=\"edge\"><title>node31&#45;&gt;node32</title>\n",
       "<g id=\"a_edge19\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1188.43,-245.863C1177.6,-237.356 1164.21,-227 1152,-218 1146.68,-214.08 1140.99,-209.994 1135.42,-206.054\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1126.84,-200.03 1137.61,-202.093 1130.93,-202.903 1135.02,-205.776 1135.02,-205.776 1135.02,-205.776 1130.93,-202.903 1132.44,-209.459 1126.84,-200.03 1126.84,-200.03\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge19&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1188\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node84 -->\n",
       "<g id=\"node85\" class=\"node\"><title>node84</title>\n",
       "<g id=\"a_node85\"><a xlink:href=\"http://dbpedia.org/resource/Otterlo\" xlink:title=\"Otterlo\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1713\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Otterlo</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node32&#45;&gt;node84 -->\n",
       "<g id=\"edge85\" class=\"edge\"><title>node32&#45;&gt;node84</title>\n",
       "<g id=\"a_edge85\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1141.15,-175.874C1252.03,-161.356 1567.18,-120.093 1675.72,-105.881\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1685.86,-104.553 1676.53,-110.313 1680.91,-105.202 1675.95,-105.851 1675.95,-105.851 1675.95,-105.851 1680.91,-105.202 1675.36,-101.39 1685.86,-104.553 1685.86,-104.553\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge85&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1467\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node33 -->\n",
       "<g id=\"node34\" class=\"node\"><title>node33</title>\n",
       "<g id=\"a_node34\"><a xlink:href=\"http://dbpedia.org/resource/Skull_of_a_Skeleton_with_Burning_Cigarette\" xlink:title=\"Skull of a Skeleton with\\nBurning Cigarette\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2448\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Skull of a Skeleton with</text>\n",
       "<text text-anchor=\"middle\" x=\"2448\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Burning Cigarette</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node33&#45;&gt;node27 -->\n",
       "<g id=\"edge21\" class=\"edge\"><title>node33&#45;&gt;node27</title>\n",
       "<g id=\"a_edge21\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2399.42,-245.983C2369.19,-236.125 2329.28,-224.427 2293,-218 2180.36,-198.048 2146.3,-221.114 2030.19,-199.906\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2020.2,-198.01 2030.86,-195.453 2025.11,-198.942 2030.02,-199.874 2030.02,-199.874 2030.02,-199.874 2025.11,-198.942 2029.19,-204.296 2020.2,-198.01 2020.2,-198.01\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge21&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2360\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node34 -->\n",
       "<g id=\"node35\" class=\"node\"><title>node34</title>\n",
       "<g id=\"a_node35\"><a xlink:href=\"http://dbpedia.org/resource/New_York\" xlink:title=\"New York\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"410\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">New York</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node34&#45;&gt;node11 -->\n",
       "<g id=\"edge22\" class=\"edge\"><title>node34&#45;&gt;node11</title>\n",
       "<g id=\"a_edge22\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M422.225,-81.9613C429.488,-72.7632 439.345,-61.741 450,-54 463.055,-44.5161 479.083,-36.8681 493.356,-31.1689\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"502.898,-27.536 495.154,-35.2996 498.225,-29.315 493.552,-31.094 493.552,-31.094 493.552,-31.094 498.225,-29.315 491.951,-26.8885 502.898,-27.536 502.898,-27.536\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge22&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"471.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node35 -->\n",
       "<g id=\"node36\" class=\"node\"><title>node35</title>\n",
       "<g id=\"a_node36\"><a xlink:href=\"http://dbpedia.org/resource/Bedroom_in_Arles\" xlink:title=\"Bedroom in\\nArles\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2566\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Bedroom in</text>\n",
       "<text text-anchor=\"middle\" x=\"2566\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Arles</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node35&#45;&gt;node27 -->\n",
       "<g id=\"edge23\" class=\"edge\"><title>node35&#45;&gt;node27</title>\n",
       "<g id=\"a_edge23\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2529.75,-249.047C2526.48,-247.954 2523.19,-246.92 2520,-246 2461.96,-229.263 2446.91,-225.763 2387,-218 2232.25,-197.947 2187.48,-227.739 2030.22,-199.896\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2020.19,-198.07 2030.83,-195.434 2025.11,-198.966 2030.03,-199.861 2030.03,-199.861 2030.03,-199.861 2025.11,-198.966 2029.22,-204.289 2020.19,-198.07 2020.19,-198.07\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge23&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2473\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node36&#45;&gt;node9 -->\n",
       "<g id=\"edge71\" class=\"edge\"><title>node36&#45;&gt;node9</title>\n",
       "<g id=\"a_edge71\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2988.75,-81.6412C2983.69,-70.9805 2977.11,-57.1205 2971.42,-45.149\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2967.1,-36.0501 2975.45,-43.1521 2969.24,-40.5665 2971.39,-45.0829 2971.39,-45.0829 2971.39,-45.0829 2969.24,-40.5665 2967.32,-47.0137 2967.1,-36.0501 2967.1,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge71&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3002.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node37&#45;&gt;node11 -->\n",
       "<g id=\"edge25\" class=\"edge\"><title>node37&#45;&gt;node11</title>\n",
       "<g id=\"a_edge25\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M247.621,-81.9331C270.12,-72.5534 299.247,-61.3623 326,-54 383.21,-38.2563 451.492,-28.2608 492.759,-23.1483\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"502.897,-21.9236 493.509,-27.5905 497.933,-22.5233 492.969,-23.123 492.969,-23.123 492.969,-23.123 497.933,-22.5233 492.43,-18.6555 502.897,-21.9236 502.897,-21.9236\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge25&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"347.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node38 -->\n",
       "<g id=\"node39\" class=\"node\"><title>node38</title>\n",
       "<g id=\"a_node39\"><a xlink:href=\"http://dbpedia.org/resource/A_Lane_in_the_Public_Garden_at_Arles\" xlink:title=\"A Lane in the\\nPublic Garden at Arles\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1333\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">A Lane in the</text>\n",
       "<text text-anchor=\"middle\" x=\"1333\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Public Garden at Arles</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node38&#45;&gt;node32 -->\n",
       "<g id=\"edge26\" class=\"edge\"><title>node38&#45;&gt;node32</title>\n",
       "<g id=\"a_edge26\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1290.36,-245.985C1268.04,-237.269 1240.18,-226.691 1215,-218 1194.16,-210.806 1170.92,-203.49 1150.97,-197.42\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1141.16,-194.457 1152.04,-193.042 1145.95,-195.903 1150.73,-197.35 1150.73,-197.35 1150.73,-197.35 1145.95,-195.903 1149.43,-201.657 1141.16,-194.457 1141.16,-194.457\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge26&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1265\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node40 -->\n",
       "<g id=\"node41\" class=\"node\"><title>node40</title>\n",
       "<g id=\"a_node41\"><a xlink:href=\"http://dbpedia.org/resource/Farmhouse_Among_Trees\" xlink:title=\"Farmhouse Among\\nTrees\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3866\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Farmhouse Among</text>\n",
       "<text text-anchor=\"middle\" x=\"3866\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Trees</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node41 -->\n",
       "<g id=\"node42\" class=\"node\"><title>node41</title>\n",
       "<g id=\"a_node42\"><a xlink:href=\"http://dbpedia.org/resource/Museum_of_John_Paul_II_Collection\" xlink:title=\"Museum of John Paul\\nII Collection\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3866\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum of John Paul</text>\n",
       "<text text-anchor=\"middle\" x=\"3866\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">II Collection</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node40&#45;&gt;node41 -->\n",
       "<g id=\"edge28\" class=\"edge\"><title>node40&#45;&gt;node41</title>\n",
       "<g id=\"a_edge28\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3866,-245.641C3866,-235.297 3866,-221.941 3866,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3866,-200.05 3870.5,-210.05 3866,-205.05 3866,-210.05 3866,-210.05 3866,-210.05 3866,-205.05 3861.5,-210.05 3866,-200.05 3866,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge28&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3889\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node83 -->\n",
       "<g id=\"node84\" class=\"node\"><title>node83</title>\n",
       "<g id=\"a_node84\"><a xlink:href=\"http://dbpedia.org/resource/Warsaw\" xlink:title=\"Warsaw\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3866\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Warsaw</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node41&#45;&gt;node83 -->\n",
       "<g id=\"edge74\" class=\"edge\"><title>node41&#45;&gt;node83</title>\n",
       "<g id=\"a_edge74\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3866,-163.641C3866,-153.297 3866,-139.941 3866,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3866,-118.05 3870.5,-128.05 3866,-123.05 3866,-128.05 3866,-128.05 3866,-128.05 3866,-123.05 3861.5,-128.05 3866,-118.05 3866,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge74&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3888\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node42 -->\n",
       "<g id=\"node43\" class=\"node\"><title>node42</title>\n",
       "<g id=\"a_node43\"><a xlink:href=\"http://dbpedia.org/resource/National_Gallery_in_Prague\" xlink:title=\"National\\nGallery in Prague\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3991\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">National</text>\n",
       "<text text-anchor=\"middle\" x=\"3991\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Gallery in Prague</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node43 -->\n",
       "<g id=\"node44\" class=\"node\"><title>node43</title>\n",
       "<g id=\"a_node44\"><a xlink:href=\"http://dbpedia.org/resource/Prague\" xlink:title=\"Prague\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3991\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Prague</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node42&#45;&gt;node43 -->\n",
       "<g id=\"edge29\" class=\"edge\"><title>node42&#45;&gt;node43</title>\n",
       "<g id=\"a_edge29\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3991,-163.641C3991,-153.297 3991,-139.941 3991,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3991,-118.05 3995.5,-128.05 3991,-123.05 3991,-128.05 3991,-128.05 3991,-128.05 3991,-123.05 3986.5,-128.05 3991,-118.05 3991,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge29&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4013\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node71 -->\n",
       "<g id=\"node72\" class=\"node\"><title>node71</title>\n",
       "<g id=\"a_node72\"><a xlink:href=\"http://dbpedia.org/resource/Czech_Republic\" xlink:title=\"Czech\\nRepublic\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3991\" y=\"-21\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Czech</text>\n",
       "<text text-anchor=\"middle\" x=\"3991\" y=\"-10\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Republic</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node43&#45;&gt;node71 -->\n",
       "<g id=\"edge58\" class=\"edge\"><title>node43&#45;&gt;node71</title>\n",
       "<g id=\"a_edge58\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3991,-81.6412C3991,-71.2971 3991,-57.941 3991,-46.2206\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3991,-36.0501 3995.5,-46.0501 3991,-41.0501 3991,-46.0501 3991,-46.0501 3991,-46.0501 3991,-41.0501 3986.5,-46.0501 3991,-36.0501 3991,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge58&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4012.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node44 -->\n",
       "<g id=\"node45\" class=\"node\"><title>node44</title>\n",
       "<g id=\"a_node45\"><a xlink:href=\"http://dbpedia.org/resource/Divisionism\" xlink:title=\"Divisionism\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"736\" y=\"-261.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Divisionism</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node44&#45;&gt;node27 -->\n",
       "<g id=\"edge90\" class=\"edge\"><title>node44&#45;&gt;node27</title>\n",
       "<g id=\"a_edge90\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M771.724,-248.08C774.493,-247.268 777.272,-246.558 780,-246 891.535,-223.168 1178.41,-235.668 1292,-228 1336.56,-224.992 1347.48,-221.557 1392,-218 1587.62,-202.374 1820.54,-190.426 1923.52,-185.484\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1933.66,-185 1923.89,-189.972 1928.66,-185.239 1923.67,-185.477 1923.67,-185.477 1923.67,-185.477 1928.66,-185.239 1923.46,-180.982 1933.66,-185 1933.66,-185\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge90&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1415\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node44&#45;&gt;node32 -->\n",
       "<g id=\"edge33\" class=\"edge\"><title>node44&#45;&gt;node32</title>\n",
       "<g id=\"a_edge33\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M771.374,-245.856C792.561,-236.269 820.292,-224.897 846,-218 916.472,-199.094 1000.74,-190.084 1052.82,-186.026\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1062.8,-185.279 1053.16,-190.513 1057.81,-185.652 1052.82,-186.026 1052.82,-186.026 1052.82,-186.026 1057.81,-185.652 1052.49,-181.538 1062.8,-185.279 1062.8,-185.279\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge33&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"869\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node45 -->\n",
       "<g id=\"node46\" class=\"node\"><title>node45</title>\n",
       "<g id=\"a_node46\"><a xlink:href=\"http://dbpedia.org/resource/Museum_of_Modern_Art\" xlink:title=\"Museum of Modern\\nArt\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"355\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum of Modern</text>\n",
       "<text text-anchor=\"middle\" x=\"355\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Art</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node44&#45;&gt;node45 -->\n",
       "<g id=\"edge30\" class=\"edge\"><title>node44&#45;&gt;node45</title>\n",
       "<g id=\"a_edge30\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M700.43,-248.462C697.276,-247.51 694.103,-246.667 691,-246 627.872,-232.439 460.004,-254.222 401,-228 390.893,-223.508 381.724,-215.761 374.278,-207.947\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"367.437,-200.23 377.438,-204.728 370.754,-203.972 374.071,-207.713 374.071,-207.713 374.071,-207.713 370.754,-203.972 370.703,-210.698 367.437,-200.23 367.437,-200.23\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge30&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"424\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node47 -->\n",
       "<g id=\"node48\" class=\"node\"><title>node47</title>\n",
       "<g id=\"a_node48\"><a xlink:href=\"http://dbpedia.org/resource/Art_Institute_of_Chicago\" xlink:title=\"Art\\nInstitute of Chicago\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"637\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Art</text>\n",
       "<text text-anchor=\"middle\" x=\"637\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Institute of Chicago</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node44&#45;&gt;node47 -->\n",
       "<g id=\"edge62\" class=\"edge\"><title>node44&#45;&gt;node47</title>\n",
       "<g id=\"a_edge62\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M715.161,-245.837C704.901,-237.416 692.331,-227.141 681,-218 676.328,-214.231 671.361,-210.253 666.511,-206.383\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"658.532,-200.031 669.158,-202.739 662.443,-203.145 666.355,-206.259 666.355,-206.259 666.355,-206.259 662.443,-203.145 663.552,-209.78 658.532,-200.031 658.532,-200.031\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge62&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"717\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node45&#45;&gt;node34 -->\n",
       "<g id=\"edge54\" class=\"edge\"><title>node45&#45;&gt;node34</title>\n",
       "<g id=\"a_edge54\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M352.202,-163.741C351.62,-154.909 352.294,-144.299 357,-136 360.702,-129.471 366.181,-123.94 372.232,-119.338\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"380.723,-113.63 374.934,-122.944 376.574,-116.42 372.424,-119.209 372.424,-119.209 372.424,-119.209 376.574,-116.42 369.914,-115.474 380.723,-113.63 380.723,-113.63\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge54&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"379\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node45&#45;&gt;node80 -->\n",
       "<g id=\"edge81\" class=\"edge\"><title>node45&#45;&gt;node80</title>\n",
       "<g id=\"a_edge81\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M384.39,-163.838C404.706,-151.975 431.925,-136.08 453.904,-123.246\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"462.659,-118.134 456.292,-127.062 458.341,-120.655 454.023,-123.176 454.023,-123.176 454.023,-123.176 458.341,-120.655 451.754,-119.29 462.659,-118.134 462.659,-118.134\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge81&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"454\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node46 -->\n",
       "<g id=\"node47\" class=\"node\"><title>node46</title>\n",
       "<g id=\"a_node47\"><a xlink:href=\"http://dbpedia.org/resource/Asnières_(Van_Gogh_series)\" xlink:title=\"Asnières\\n(Van Gogh series)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"517\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Asnières</text>\n",
       "<text text-anchor=\"middle\" x=\"517\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">(Van Gogh series)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node46&#45;&gt;node47 -->\n",
       "<g id=\"edge31\" class=\"edge\"><title>node46&#45;&gt;node47</title>\n",
       "<g id=\"a_edge31\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M542.743,-245.838C560.301,-234.133 583.745,-218.504 602.859,-205.761\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"611.3,-200.134 605.475,-209.425 607.139,-202.907 602.979,-205.681 602.979,-205.681 602.979,-205.681 607.139,-202.907 600.483,-201.936 611.3,-200.134 611.3,-200.134\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge31&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"608\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node47&#45;&gt;node10 -->\n",
       "<g id=\"edge43\" class=\"edge\"><title>node47&#45;&gt;node10</title>\n",
       "<g id=\"a_edge43\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M624.392,-163.663C618.114,-155.2 610.319,-144.941 603,-136 600.281,-132.679 597.363,-129.237 594.444,-125.865\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"587.724,-118.216 597.705,-122.758 591.024,-121.972 594.324,-125.728 594.324,-125.728 594.324,-125.728 591.024,-121.972 590.944,-128.698 587.724,-118.216 587.724,-118.216\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge43&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"633\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node66 -->\n",
       "<g id=\"node67\" class=\"node\"><title>node66</title>\n",
       "<g id=\"a_node67\"><a xlink:href=\"http://dbpedia.org/resource/Illinois\" xlink:title=\"Illinois\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"645\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Illinois</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node47&#45;&gt;node66 -->\n",
       "<g id=\"edge49\" class=\"edge\"><title>node47&#45;&gt;node66</title>\n",
       "<g id=\"a_edge49\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M658.167,-163.662C662.968,-158.529 667.411,-152.52 670,-146 672.571,-139.526 671.259,-132.823 668.19,-126.631\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"662.685,-118.01 671.86,-124.016 665.376,-122.224 668.067,-126.438 668.067,-126.438 668.067,-126.438 665.376,-122.224 664.275,-128.86 662.685,-118.01 662.685,-118.01\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge49&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"694\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node49 -->\n",
       "<g id=\"node50\" class=\"node\"><title>node49</title>\n",
       "<g id=\"a_node50\"><a xlink:href=\"http://dbpedia.org/resource/Seine_(Van_Gogh_series)\" xlink:title=\"Seine (Van Gogh\\nseries)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"634\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Seine (Van Gogh</text>\n",
       "<text text-anchor=\"middle\" x=\"634\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">series)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node49&#45;&gt;node47 -->\n",
       "<g id=\"edge34\" class=\"edge\"><title>node49&#45;&gt;node47</title>\n",
       "<g id=\"a_edge34\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M634.24,-245.901C634.393,-237.494 634.634,-227.214 635,-218 635.101,-215.446 635.223,-212.788 635.356,-210.128\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"635.904,-200.084 639.853,-210.314 635.632,-205.077 635.359,-210.069 635.359,-210.069 635.359,-210.069 635.632,-205.077 630.866,-209.824 635.904,-200.084 635.904,-200.084\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge34&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"658\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node85 -->\n",
       "<g id=\"node86\" class=\"node\"><title>node85</title>\n",
       "<g id=\"a_node86\"><a xlink:href=\"http://dbpedia.org/resource/Netherlands\" xlink:title=\"Netherlands\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1922\" y=\"-15.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Netherlands</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node50&#45;&gt;node85 -->\n",
       "<g id=\"edge86\" class=\"edge\"><title>node50&#45;&gt;node85</title>\n",
       "<g id=\"a_edge86\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1922,-81.6412C1922,-71.2971 1922,-57.941 1922,-46.2206\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1922,-36.0501 1926.5,-46.0501 1922,-41.0501 1922,-46.0501 1922,-46.0501 1922,-46.0501 1922,-41.0501 1917.5,-46.0501 1922,-36.0501 1922,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge86&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1943.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node51&#45;&gt;node11 -->\n",
       "<g id=\"edge36\" class=\"edge\"><title>node51&#45;&gt;node11</title>\n",
       "<g id=\"a_edge36\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2063.95,-81.572C2055.28,-71.4938 2042.96,-59.7081 2029,-54 1959.36,-25.5184 792.737,-19.9342 567.478,-19.1198\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"557.177,-19.0835 567.193,-14.6189 562.177,-19.1012 567.177,-19.1188 567.177,-19.1188 567.177,-19.1188 562.177,-19.1012 567.161,-23.6188 557.177,-19.0835 557.177,-19.0835\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge36&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2066.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node52 -->\n",
       "<g id=\"node53\" class=\"node\"><title>node52</title>\n",
       "<g id=\"a_node53\"><a xlink:href=\"http://dbpedia.org/resource/Langlois_Bridge_at_Arles\" xlink:title=\"Langlois\\nBridge at Arles\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2919\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Langlois</text>\n",
       "<text text-anchor=\"middle\" x=\"2919\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Bridge at Arles</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node53 -->\n",
       "<g id=\"node54\" class=\"node\"><title>node53</title>\n",
       "<g id=\"a_node54\"><a xlink:href=\"http://dbpedia.org/resource/Wallraf-Richartz_Museum\" xlink:title=\"Wallraf&#45;Richartz\\nMuseum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2919\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Wallraf&#45;Richartz</text>\n",
       "<text text-anchor=\"middle\" x=\"2919\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node52&#45;&gt;node53 -->\n",
       "<g id=\"edge37\" class=\"edge\"><title>node52&#45;&gt;node53</title>\n",
       "<g id=\"a_edge37\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2919,-245.641C2919,-235.297 2919,-221.941 2919,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2919,-200.05 2923.5,-210.05 2919,-205.05 2919,-210.05 2919,-210.05 2919,-210.05 2919,-205.05 2914.5,-210.05 2919,-200.05 2919,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge37&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2942\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node53&#45;&gt;node8 -->\n",
       "<g id=\"edge79\" class=\"edge\"><title>node53&#45;&gt;node8</title>\n",
       "<g id=\"a_edge79\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2919.87,-163.641C2920.39,-153.297 2921.05,-139.941 2921.64,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2922.15,-118.05 2926.14,-128.262 2921.9,-123.044 2921.65,-128.038 2921.65,-128.038 2921.65,-128.038 2921.9,-123.044 2917.15,-127.813 2922.15,-118.05 2922.15,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge79&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2944\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node54 -->\n",
       "<g id=\"node55\" class=\"node\"><title>node54</title>\n",
       "<g id=\"a_node55\"><a xlink:href=\"http://dbpedia.org/resource/Road_with_Cypress_and_Star\" xlink:title=\"Road with Cypress\\nand Star\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1464\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Road with Cypress</text>\n",
       "<text text-anchor=\"middle\" x=\"1464\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">and Star</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node54&#45;&gt;node32 -->\n",
       "<g id=\"edge38\" class=\"edge\"><title>node54&#45;&gt;node32</title>\n",
       "<g id=\"a_edge38\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1460,-245.729C1456.8,-235.973 1451.27,-224.47 1442,-218 1396.21,-186.042 1233.99,-182.157 1151.28,-182.34\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1141.12,-182.384 1151.1,-177.841 1146.12,-182.362 1151.12,-182.34 1151.12,-182.34 1151.12,-182.34 1146.12,-182.362 1151.13,-186.84 1141.12,-182.384 1141.12,-182.384\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge38&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1475\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node55 -->\n",
       "<g id=\"node56\" class=\"node\"><title>node55</title>\n",
       "<g id=\"a_node56\"><a xlink:href=\"http://dbpedia.org/resource/The_Wheat_Field\" xlink:title=\"The\\nWheat Field\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"825\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">The</text>\n",
       "<text text-anchor=\"middle\" x=\"825\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Wheat Field</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node55&#45;&gt;node32 -->\n",
       "<g id=\"edge39\" class=\"edge\"><title>node55&#45;&gt;node32</title>\n",
       "<g id=\"a_edge39\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M855.849,-245.948C874.048,-236.513 897.798,-225.263 920,-218 963.886,-203.642 1015.76,-194.383 1052.88,-189.018\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1062.94,-187.607 1053.66,-193.453 1057.99,-188.302 1053.03,-188.996 1053.03,-188.996 1053.03,-188.996 1057.99,-188.302 1052.41,-184.54 1062.94,-187.607 1062.94,-187.607\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge39&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"943\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node56 -->\n",
       "<g id=\"node57\" class=\"node\"><title>node56</title>\n",
       "<g id=\"a_node57\"><a xlink:href=\"http://dbpedia.org/resource/Memory_of_the_Garden_at_Etten_(Ladies_of_Arles)\" xlink:title=\"Memory of the Garden\\nat Etten (Ladies of Arles)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3702\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Memory of the Garden</text>\n",
       "<text text-anchor=\"middle\" x=\"3702\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">at Etten (Ladies of Arles)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node57 -->\n",
       "<g id=\"node58\" class=\"node\"><title>node57</title>\n",
       "<g id=\"a_node58\"><a xlink:href=\"http://dbpedia.org/resource/Hermitage_Museum\" xlink:title=\"Hermitage\\nMuseum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3702\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Hermitage</text>\n",
       "<text text-anchor=\"middle\" x=\"3702\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node56&#45;&gt;node57 -->\n",
       "<g id=\"edge40\" class=\"edge\"><title>node56&#45;&gt;node57</title>\n",
       "<g id=\"a_edge40\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3702,-245.641C3702,-235.297 3702,-221.941 3702,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3702,-200.05 3706.5,-210.05 3702,-205.05 3702,-210.05 3702,-210.05 3702,-210.05 3702,-205.05 3697.5,-210.05 3702,-200.05 3702,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge40&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3725\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node57&#45;&gt;node17 -->\n",
       "<g id=\"edge76\" class=\"edge\"><title>node57&#45;&gt;node17</title>\n",
       "<g id=\"a_edge76\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3695.03,-163.962C3692.74,-158.269 3690.22,-151.878 3688,-146 3685.79,-140.136 3683.48,-133.812 3681.34,-127.81\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3677.92,-118.152 3685.5,-126.078 3679.59,-122.865 3681.26,-127.579 3681.26,-127.579 3681.26,-127.579 3679.59,-122.865 3677.02,-129.08 3677.92,-118.152 3677.92,-118.152\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge76&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3710\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node79 -->\n",
       "<g id=\"node80\" class=\"node\"><title>node79</title>\n",
       "<g id=\"a_node80\"><a xlink:href=\"http://dbpedia.org/resource/Saint_Petersburg\" xlink:title=\"Saint\\nPetersburg\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3759\" y=\"-103\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Saint</text>\n",
       "<text text-anchor=\"middle\" x=\"3759\" y=\"-92\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Petersburg</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node57&#45;&gt;node79 -->\n",
       "<g id=\"edge69\" class=\"edge\"><title>node57&#45;&gt;node79</title>\n",
       "<g id=\"a_edge69\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3717.86,-163.666C3722.61,-158.173 3727.69,-151.973 3732,-146 3736.3,-140.041 3740.56,-133.372 3744.39,-127.031\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3749.65,-118.097 3748.46,-128.998 3747.11,-122.407 3744.58,-126.717 3744.58,-126.717 3744.58,-126.717 3747.11,-122.407 3740.7,-124.436 3749.65,-118.097 3749.65,-118.097\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge69&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3761\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node58 -->\n",
       "<g id=\"node59\" class=\"node\"><title>node58</title>\n",
       "<g id=\"a_node59\"><a xlink:href=\"http://dbpedia.org/resource/Daubigny's_Garden\" xlink:title=\"s Garden\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4100\" y=\"-261.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">s Garden</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node59 -->\n",
       "<g id=\"node60\" class=\"node\"><title>node59</title>\n",
       "<g id=\"a_node60\"><a xlink:href=\"http://dbpedia.org/resource/Kunstmuseum_Basel\" xlink:title=\"Kunstmuseum\\nBasel\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4101\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Kunstmuseum</text>\n",
       "<text text-anchor=\"middle\" x=\"4101\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Basel</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node58&#45;&gt;node59 -->\n",
       "<g id=\"edge41\" class=\"edge\"><title>node58&#45;&gt;node59</title>\n",
       "<g id=\"a_edge41\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M4100.22,-245.641C4100.35,-235.297 4100.51,-221.941 4100.66,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"4100.79,-200.05 4105.16,-210.106 4100.72,-205.05 4100.66,-210.049 4100.66,-210.049 4100.66,-210.049 4100.72,-205.05 4096.16,-209.993 4100.79,-200.05 4100.79,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge41&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4124\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node62 -->\n",
       "<g id=\"node63\" class=\"node\"><title>node62</title>\n",
       "<g id=\"a_node63\"><a xlink:href=\"http://dbpedia.org/resource/Basel\" xlink:title=\"Basel\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4122\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Basel</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node59&#45;&gt;node62 -->\n",
       "<g id=\"edge60\" class=\"edge\"><title>node59&#45;&gt;node62</title>\n",
       "<g id=\"a_edge60\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M4105.56,-163.641C4108.3,-153.192 4111.85,-139.668 4114.95,-127.862\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"4117.52,-118.05 4119.34,-128.865 4116.25,-122.886 4114.99,-127.722 4114.99,-127.722 4114.99,-127.722 4116.25,-122.886 4110.63,-126.58 4117.52,-118.05 4117.52,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge60&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4135\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node60 -->\n",
       "<g id=\"node61\" class=\"node\"><title>node60</title>\n",
       "<g id=\"a_node61\"><a xlink:href=\"http://dbpedia.org/resource/Zürich\" xlink:title=\"Zürich\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4196\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Zürich</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node61 -->\n",
       "<g id=\"node62\" class=\"node\"><title>node61</title>\n",
       "<g id=\"a_node62\"><a xlink:href=\"http://dbpedia.org/resource/Switzerland\" xlink:title=\"Switzerland\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4159\" y=\"-15.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Switzerland</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node60&#45;&gt;node61 -->\n",
       "<g id=\"edge44\" class=\"edge\"><title>node60&#45;&gt;node61</title>\n",
       "<g id=\"a_edge44\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M4187.97,-81.6412C4183.04,-70.9805 4176.63,-57.1205 4171.09,-45.149\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"4166.89,-36.0501 4175.17,-43.2374 4168.98,-40.5882 4171.08,-45.1264 4171.08,-45.1264 4171.08,-45.1264 4168.98,-40.5882 4167,-47.0154 4166.89,-36.0501 4166.89,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge44&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4201.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node62&#45;&gt;node61 -->\n",
       "<g id=\"edge45\" class=\"edge\"><title>node62&#45;&gt;node61</title>\n",
       "<g id=\"a_edge45\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M4122.47,-81.6902C4123.25,-73.0445 4125.03,-62.6182 4129,-54 4130.56,-50.6015 4132.56,-47.277 4134.77,-44.1128\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"4141,-36.1709 4138.37,-46.8162 4137.92,-40.1047 4134.83,-44.0386 4134.83,-44.0386 4134.83,-44.0386 4137.92,-40.1047 4131.29,-41.2609 4141,-36.1709 4141,-36.1709\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge45&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4150.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node63 -->\n",
       "<g id=\"node64\" class=\"node\"><title>node63</title>\n",
       "<g id=\"a_node64\"><a xlink:href=\"http://dbpedia.org/resource/Flowering_Orchards\" xlink:title=\"Flowering\\nOrchards\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"909\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Flowering</text>\n",
       "<text text-anchor=\"middle\" x=\"909\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Orchards</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node63&#45;&gt;node32 -->\n",
       "<g id=\"edge46\" class=\"edge\"><title>node63&#45;&gt;node32</title>\n",
       "<g id=\"a_edge46\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M936.405,-245.933C951.773,-236.838 971.518,-225.923 990,-218 1010.18,-209.348 1033.22,-201.777 1053.14,-195.91\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1062.94,-193.086 1054.58,-200.18 1058.13,-194.471 1053.33,-195.856 1053.33,-195.856 1053.33,-195.856 1058.13,-194.471 1052.08,-191.532 1062.94,-193.086 1062.94,-193.086\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge46&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1013\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node64&#45;&gt;node11 -->\n",
       "<g id=\"edge84\" class=\"edge\"><title>node64&#45;&gt;node11</title>\n",
       "<g id=\"a_edge84\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M138.449,-87.2279C143.633,-85.4277 148.952,-83.6287 154,-82 196.298,-68.3535 206.478,-63.0072 250,-54 335.901,-36.2222 438.623,-26.1906 492.607,-21.7665\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"502.735,-20.9558 493.125,-26.2395 497.75,-21.3548 492.766,-21.7538 492.766,-21.7538 492.766,-21.7538 497.75,-21.3548 492.407,-17.2682 502.735,-20.9558 502.735,-20.9558\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge84&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"271.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node65 -->\n",
       "<g id=\"node66\" class=\"node\"><title>node65</title>\n",
       "<g id=\"a_node66\"><a xlink:href=\"http://dbpedia.org/resource/Green_Wheat_Field_with_Cypress\" xlink:title=\"Green Wheat\\nField with Cypress\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3991\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Green Wheat</text>\n",
       "<text text-anchor=\"middle\" x=\"3991\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Field with Cypress</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node65&#45;&gt;node42 -->\n",
       "<g id=\"edge48\" class=\"edge\"><title>node65&#45;&gt;node42</title>\n",
       "<g id=\"a_edge48\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3991,-245.641C3991,-235.297 3991,-221.941 3991,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3991,-200.05 3995.5,-210.05 3991,-205.05 3991,-210.05 3991,-210.05 3991,-210.05 3991,-205.05 3986.5,-210.05 3991,-200.05 3991,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge48&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4014\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node66&#45;&gt;node11 -->\n",
       "<g id=\"edge87\" class=\"edge\"><title>node66&#45;&gt;node11</title>\n",
       "<g id=\"a_edge87\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M630.718,-81.7889C622.635,-72.7592 611.969,-61.9528 601,-54 590.482,-46.3745 578.051,-39.6082 566.553,-34.1064\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"557.178,-29.7911 568.143,-29.8843 561.72,-31.8816 566.262,-33.9721 566.262,-33.9721 566.262,-33.9721 561.72,-31.8816 564.38,-38.0599 557.178,-29.7911 557.178,-29.7911\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge87&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"634.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node67 -->\n",
       "<g id=\"node68\" class=\"node\"><title>node67</title>\n",
       "<g id=\"a_node68\"><a xlink:href=\"http://dbpedia.org/resource/The_Starry_Night\" xlink:title=\"The\\nStarry Night\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"325\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">The</text>\n",
       "<text text-anchor=\"middle\" x=\"325\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Starry Night</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node67&#45;&gt;node45 -->\n",
       "<g id=\"edge50\" class=\"edge\"><title>node67&#45;&gt;node45</title>\n",
       "<g id=\"a_edge50\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M322.772,-245.832C322.298,-237.223 322.722,-226.786 326,-218 327.252,-214.645 328.97,-211.38 330.952,-208.278\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"337.06,-200.03 334.725,-210.744 334.085,-204.048 331.109,-208.066 331.109,-208.066 331.109,-208.066 334.085,-204.048 327.493,-205.388 337.06,-200.03 337.06,-200.03\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge50&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"349\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node68 -->\n",
       "<g id=\"node69\" class=\"node\"><title>node68</title>\n",
       "<g id=\"a_node69\"><a xlink:href=\"http://dbpedia.org/resource/A_Meadow_in_the_Mountains:_Le_Mas_de_Saint-Paul\" xlink:title=\" Le Mas\\nde Saint&#45;Paul\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"998\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\"> Le Mas</text>\n",
       "<text text-anchor=\"middle\" x=\"998\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">de Saint&#45;Paul</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node68&#45;&gt;node32 -->\n",
       "<g id=\"edge52\" class=\"edge\"><title>node68&#45;&gt;node32</title>\n",
       "<g id=\"a_edge52\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1017.68,-245.924C1027.77,-237.338 1040.37,-226.894 1052,-218 1057.19,-214.03 1062.79,-209.941 1068.29,-206.021\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1076.78,-200.041 1071.19,-209.478 1072.69,-202.92 1068.6,-205.798 1068.6,-205.798 1068.6,-205.798 1072.69,-202.92 1066.01,-202.118 1076.78,-200.041 1076.78,-200.041\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge52&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1075\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node69 -->\n",
       "<g id=\"node70\" class=\"node\"><title>node69</title>\n",
       "<g id=\"a_node70\"><a xlink:href=\"http://dbpedia.org/resource/Butterflies_(Van_Gogh_series)\" xlink:title=\"Butterflies\\n(Van Gogh series)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2671\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Butterflies</text>\n",
       "<text text-anchor=\"middle\" x=\"2671\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">(Van Gogh series)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node69&#45;&gt;node27 -->\n",
       "<g id=\"edge53\" class=\"edge\"><title>node69&#45;&gt;node27</title>\n",
       "<g id=\"a_edge53\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2620.37,-246.406C2586.67,-236.174 2541.17,-223.913 2500,-218 2295.88,-188.684 2237.04,-235.401 2030.15,-199.865\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2020.18,-198.111 2030.81,-195.413 2025.1,-198.978 2030.03,-199.845 2030.03,-199.845 2030.03,-199.845 2025.1,-198.978 2029.25,-204.277 2020.18,-198.111 2020.18,-198.111\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge53&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2571\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node70 -->\n",
       "<g id=\"node71\" class=\"node\"><title>node70</title>\n",
       "<g id=\"a_node71\"><a xlink:href=\"http://dbpedia.org/resource/The_Yellow_House_(painting)\" xlink:title=\"The Yellow House\\n(painting)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1583\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">The Yellow House</text>\n",
       "<text text-anchor=\"middle\" x=\"1583\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">(painting)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node70&#45;&gt;node27 -->\n",
       "<g id=\"edge57\" class=\"edge\"><title>node70&#45;&gt;node27</title>\n",
       "<g id=\"a_edge57\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1631.7,-248.605C1634.85,-247.713 1637.97,-246.838 1641,-246 1688.8,-232.802 1700.43,-227.997 1749,-218 1808.44,-205.765 1877.4,-195.751 1923.78,-189.616\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1933.91,-188.291 1924.57,-194.051 1928.95,-188.94 1923.99,-189.589 1923.99,-189.589 1923.99,-189.589 1928.95,-188.94 1923.41,-185.127 1933.91,-188.291 1933.91,-188.291\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge57&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1772\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node72&#45;&gt;node85 -->\n",
       "<g id=\"edge82\" class=\"edge\"><title>node72&#45;&gt;node85</title>\n",
       "<g id=\"a_edge82\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2193.95,-83.3404C2172.44,-73.687 2143.55,-61.7195 2117,-54 2067.63,-39.6447 2009.43,-30.1202 1969.54,-24.6797\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1959.56,-23.3512 1970.06,-20.2099 1964.51,-24.0109 1969.47,-24.6706 1969.47,-24.6706 1969.47,-24.6706 1964.51,-24.0109 1968.88,-29.1312 1959.56,-23.3512 1959.56,-23.3512\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge82&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2166.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node73 -->\n",
       "<g id=\"node74\" class=\"node\"><title>node73</title>\n",
       "<g id=\"a_node74\"><a xlink:href=\"http://dbpedia.org/resource/Wheat_Field_with_a_Lark\" xlink:title=\"Wheat\\nField with a Lark\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1696\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Wheat</text>\n",
       "<text text-anchor=\"middle\" x=\"1696\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Field with a Lark</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node73&#45;&gt;node27 -->\n",
       "<g id=\"edge61\" class=\"edge\"><title>node73&#45;&gt;node27</title>\n",
       "<g id=\"a_edge61\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1742.08,-246.055C1767.27,-237.103 1799.14,-226.286 1828,-218 1859.53,-208.946 1895.3,-200.486 1923.88,-194.152\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1933.68,-192.002 1924.87,-198.541 1928.79,-193.074 1923.91,-194.146 1923.91,-194.146 1923.91,-194.146 1928.79,-193.074 1922.95,-189.751 1933.68,-192.002 1933.68,-192.002\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge61&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1851\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node74 -->\n",
       "<g id=\"node75\" class=\"node\"><title>node74</title>\n",
       "<g id=\"a_node75\"><a xlink:href=\"http://dbpedia.org/resource/Blossoming_Chestnut_Branches\" xlink:title=\"Blossoming Chestnut\\nBranches\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4208\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Blossoming Chestnut</text>\n",
       "<text text-anchor=\"middle\" x=\"4208\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Branches</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node75 -->\n",
       "<g id=\"node76\" class=\"node\"><title>node75</title>\n",
       "<g id=\"a_node76\"><a xlink:href=\"http://dbpedia.org/resource/Foundation_E.G._Bührle\" xlink:title=\"Foundation E.G.\\nBührle\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4208\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Foundation E.G.</text>\n",
       "<text text-anchor=\"middle\" x=\"4208\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Bührle</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node74&#45;&gt;node75 -->\n",
       "<g id=\"edge63\" class=\"edge\"><title>node74&#45;&gt;node75</title>\n",
       "<g id=\"a_edge63\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M4208,-245.641C4208,-235.297 4208,-221.941 4208,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"4208,-200.05 4212.5,-210.05 4208,-205.05 4208,-210.05 4208,-210.05 4208,-210.05 4208,-205.05 4203.5,-210.05 4208,-200.05 4208,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge63&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4231\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node75&#45;&gt;node60 -->\n",
       "<g id=\"edge68\" class=\"edge\"><title>node75&#45;&gt;node60</title>\n",
       "<g id=\"a_edge68\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M4205.4,-163.641C4203.84,-153.297 4201.84,-139.941 4200.08,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"4198.56,-118.05 4204.49,-127.272 4199.3,-122.995 4200.04,-127.939 4200.04,-127.939 4200.04,-127.939 4199.3,-122.995 4195.59,-128.607 4198.56,-118.05 4198.56,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge68&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"4225\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node76&#45;&gt;node3 -->\n",
       "<g id=\"edge65\" class=\"edge\"><title>node76&#45;&gt;node3</title>\n",
       "<g id=\"a_edge65\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3263,-81.6412C3263,-71.2971 3263,-57.941 3263,-46.2206\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3263,-36.0501 3267.5,-46.0501 3263,-41.0501 3263,-46.0501 3263,-46.0501 3263,-46.0501 3263,-41.0501 3258.5,-46.0501 3263,-36.0501 3263,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge65&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3284.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node77 -->\n",
       "<g id=\"node78\" class=\"node\"><title>node77</title>\n",
       "<g id=\"a_node78\"><a xlink:href=\"http://dbpedia.org/resource/Cafe_Terrace_at_Night\" xlink:title=\"Cafe\\nTerrace at Night\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1102\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Cafe</text>\n",
       "<text text-anchor=\"middle\" x=\"1102\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Terrace at Night</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node77&#45;&gt;node32 -->\n",
       "<g id=\"edge66\" class=\"edge\"><title>node77&#45;&gt;node32</title>\n",
       "<g id=\"a_edge66\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1102,-245.641C1102,-235.297 1102,-221.941 1102,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1102,-200.05 1106.5,-210.05 1102,-205.05 1102,-210.05 1102,-210.05 1102,-210.05 1102,-205.05 1097.5,-210.05 1102,-200.05 1102,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge66&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1125\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node78 -->\n",
       "<g id=\"node79\" class=\"node\"><title>node78</title>\n",
       "<g id=\"a_node79\"><a xlink:href=\"http://dbpedia.org/resource/Montmartre_(Van_Gogh_series)\" xlink:title=\"Montmartre\\n(Van Gogh series)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1811\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Montmartre</text>\n",
       "<text text-anchor=\"middle\" x=\"1811\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">(Van Gogh series)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node78&#45;&gt;node27 -->\n",
       "<g id=\"edge67\" class=\"edge\"><title>node78&#45;&gt;node27</title>\n",
       "<g id=\"a_edge67\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1841.79,-245.948C1857.8,-237.272 1877.78,-226.74 1896,-218 1905.83,-213.281 1916.46,-208.48 1926.69,-204.007\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1935.92,-200.003 1928.54,-208.108 1931.34,-201.991 1926.75,-203.979 1926.75,-203.979 1926.75,-203.979 1931.34,-201.991 1924.96,-199.85 1935.92,-200.003 1935.92,-200.003\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge67&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1919\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node79&#45;&gt;node18 -->\n",
       "<g id=\"edge80\" class=\"edge\"><title>node79&#45;&gt;node18</title>\n",
       "<g id=\"a_edge80\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3748.58,-81.6412C3742.12,-70.8749 3733.71,-56.8457 3726.48,-44.7939\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3721.23,-36.0501 3730.23,-42.3098 3723.8,-40.3376 3726.38,-44.625 3726.38,-44.625 3726.38,-44.625 3723.8,-40.3376 3722.52,-46.9403 3721.23,-36.0501 3721.23,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge80&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3759.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node80&#45;&gt;node11 -->\n",
       "<g id=\"edge93\" class=\"edge\"><title>node80&#45;&gt;node11</title>\n",
       "<g id=\"a_edge93\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M492.924,-81.6797C493.912,-73.0313 495.925,-62.6058 500,-54 501.601,-50.6186 503.618,-47.3049 505.846,-44.1471\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"512.092,-36.2125 509.442,-46.8534 508.999,-40.1412 505.906,-44.0699 505.906,-44.0699 505.906,-44.0699 508.999,-40.1412 502.371,-41.2864 512.092,-36.2125 512.092,-36.2125\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge93&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"521.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node81 -->\n",
       "<g id=\"node82\" class=\"node\"><title>node81</title>\n",
       "<g id=\"a_node82\"><a xlink:href=\"http://dbpedia.org/resource/View_of_Paris_from_Vincent's_Room_in_the_Rue_Lepic\" xlink:title=\"s Room in the\\nRue Lepic\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1921\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">s Room in the</text>\n",
       "<text text-anchor=\"middle\" x=\"1921\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Rue Lepic</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node81&#45;&gt;node27 -->\n",
       "<g id=\"edge72\" class=\"edge\"><title>node81&#45;&gt;node27</title>\n",
       "<g id=\"a_edge72\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1933.15,-245.641C1940.76,-234.769 1950.7,-220.57 1959.19,-208.44\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1965.06,-200.05 1963.02,-210.823 1962.2,-204.146 1959.33,-208.242 1959.33,-208.242 1959.33,-208.242 1962.2,-204.146 1955.64,-205.662 1965.06,-200.05 1965.06,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge72&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1976\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node82 -->\n",
       "<g id=\"node83\" class=\"node\"><title>node82</title>\n",
       "<g id=\"a_node83\"><a xlink:href=\"http://dbpedia.org/resource/Arles:_View_from_the_Wheat_Fields\" xlink:title=\" View from\\nthe Wheat Fields\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3569\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\"> View from</text>\n",
       "<text text-anchor=\"middle\" x=\"3569\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">the Wheat Fields</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node82&#45;&gt;node4 -->\n",
       "<g id=\"edge73\" class=\"edge\"><title>node82&#45;&gt;node4</title>\n",
       "<g id=\"a_edge73\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3552.92,-245.656C3544.95,-237.192 3535.1,-226.933 3526,-218 3522.33,-214.401 3518.41,-210.66 3514.52,-207.021\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3507.16,-200.213 3517.56,-203.705 3510.83,-203.61 3514.5,-207.007 3514.5,-207.007 3514.5,-207.007 3510.83,-203.61 3511.44,-210.309 3507.16,-200.213 3507.16,-200.213\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge73&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3559\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node89 -->\n",
       "<g id=\"node90\" class=\"node\"><title>node89</title>\n",
       "<g id=\"a_node90\"><a xlink:href=\"http://dbpedia.org/resource/Poland\" xlink:title=\"Poland\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3866\" y=\"-15.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Poland</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node83&#45;&gt;node89 -->\n",
       "<g id=\"edge89\" class=\"edge\"><title>node83&#45;&gt;node89</title>\n",
       "<g id=\"a_edge89\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3866,-81.6412C3866,-71.2971 3866,-57.941 3866,-46.2206\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3866,-36.0501 3870.5,-46.0501 3866,-41.0501 3866,-46.0501 3866,-46.0501 3866,-46.0501 3866,-41.0501 3861.5,-46.0501 3866,-36.0501 3866,-36.0501\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge89&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3887.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node84&#45;&gt;node85 -->\n",
       "<g id=\"edge77\" class=\"edge\"><title>node84&#45;&gt;node85</title>\n",
       "<g id=\"a_edge77\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M1740.32,-88.5414C1774.51,-75.4569 1833.58,-52.8439 1875.07,-36.9651\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1884.42,-33.3847 1876.69,-41.1622 1879.75,-35.1721 1875.08,-36.9596 1875.08,-36.9596 1875.08,-36.9596 1879.75,-35.1721 1873.47,-32.7569 1884.42,-33.3847 1884.42,-33.3847\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge77&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"1852.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node86 -->\n",
       "<g id=\"node87\" class=\"node\"><title>node86</title>\n",
       "<g id=\"a_node87\"><a xlink:href=\"http://dbpedia.org/resource/Torso_of_Venus_and_a_Landscape\" xlink:title=\"Torso of Venus and\\na Landscape\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2034\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Torso of Venus and</text>\n",
       "<text text-anchor=\"middle\" x=\"2034\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">a Landscape</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node86&#45;&gt;node27 -->\n",
       "<g id=\"edge78\" class=\"edge\"><title>node86&#45;&gt;node27</title>\n",
       "<g id=\"a_edge78\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2022.37,-245.805C2016.61,-237.376 2009.51,-227.104 2003,-218 2000.69,-214.768 1998.23,-211.39 1995.78,-208.061\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"1989.82,-200 1999.38,-205.361 1992.79,-204.019 1995.77,-208.038 1995.77,-208.038 1995.77,-208.038 1992.79,-204.019 1992.15,-210.715 1989.82,-200 1989.82,-200\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge78&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2033\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node87 -->\n",
       "<g id=\"node88\" class=\"node\"><title>node87</title>\n",
       "<g id=\"a_node88\"><a xlink:href=\"http://dbpedia.org/resource/The_New_Art_Gallery_Walsall\" xlink:title=\"The New Art Gallery\\nWalsall\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3335\" y=\"-185\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">The New Art Gallery</text>\n",
       "<text text-anchor=\"middle\" x=\"3335\" y=\"-174\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Walsall</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node88 -->\n",
       "<g id=\"node89\" class=\"node\"><title>node88</title>\n",
       "<g id=\"a_node89\"><a xlink:href=\"http://dbpedia.org/resource/Walsall\" xlink:title=\"Walsall\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3335\" y=\"-97.5\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Walsall</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node87&#45;&gt;node88 -->\n",
       "<g id=\"edge83\" class=\"edge\"><title>node87&#45;&gt;node88</title>\n",
       "<g id=\"a_edge83\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3335,-163.641C3335,-153.297 3335,-139.941 3335,-128.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3335,-118.05 3339.5,-128.05 3335,-123.05 3335,-128.05 3335,-128.05 3335,-128.05 3335,-123.05 3330.5,-128.05 3335,-118.05 3335,-118.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge83&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/location\" xlink:title=\"dbo:location\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3357\" y=\"-138.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:location</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node88&#45;&gt;node3 -->\n",
       "<g id=\"edge96\" class=\"edge\"><title>node88&#45;&gt;node3</title>\n",
       "<g id=\"a_edge96\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3327.52,-81.6634C3323.19,-72.8097 3317.18,-62.2051 3310,-54 3306.4,-49.8849 3302.24,-45.9549 3297.91,-42.3137\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3290.03,-36.0938 3300.67,-38.7557 3293.95,-39.1911 3297.88,-42.2884 3297.88,-42.2884 3297.88,-42.2884 3293.95,-39.1911 3295.09,-45.821 3290.03,-36.0938 3290.03,-36.0938\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge96&#45;label\"><a xlink:href=\"http://dbpedia.org/ontology/country\" xlink:title=\"dbo:country\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3338.5\" y=\"-56.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbo:country</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node90 -->\n",
       "<g id=\"node91\" class=\"node\"><title>node90</title>\n",
       "<g id=\"a_node91\"><a xlink:href=\"http://dbpedia.org/resource/Sorrow_(Van_Gogh)\" xlink:title=\"Sorrow (Van\\nGogh)\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3335\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Sorrow (Van</text>\n",
       "<text text-anchor=\"middle\" x=\"3335\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Gogh)</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node90&#45;&gt;node87 -->\n",
       "<g id=\"edge91\" class=\"edge\"><title>node90&#45;&gt;node87</title>\n",
       "<g id=\"a_edge91\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M3335,-245.641C3335,-235.297 3335,-221.941 3335,-210.221\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"3335,-200.05 3339.5,-210.05 3335,-205.05 3335,-210.05 3335,-210.05 3335,-210.05 3335,-205.05 3330.5,-210.05 3335,-200.05 3335,-200.05\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge91&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"3358\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node91 -->\n",
       "<g id=\"node92\" class=\"node\"><title>node91</title>\n",
       "<g id=\"a_node92\"><a xlink:href=\"http://dbpedia.org/resource/The_Potato_Eaters\" xlink:title=\"The\\nPotato Eaters\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2147\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">The</text>\n",
       "<text text-anchor=\"middle\" x=\"2147\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Potato Eaters</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node91&#45;&gt;node27 -->\n",
       "<g id=\"edge92\" class=\"edge\"><title>node91&#45;&gt;node27</title>\n",
       "<g id=\"a_edge92\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2115.48,-245.94C2099.09,-237.261 2078.63,-226.731 2060,-218 2050.03,-213.326 2039.26,-208.574 2028.88,-204.142\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2019.51,-200.172 2030.47,-199.926 2024.11,-202.121 2028.72,-204.07 2028.72,-204.07 2028.72,-204.07 2024.11,-202.121 2026.96,-208.214 2019.51,-200.172 2019.51,-200.172\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge92&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2103\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node92 -->\n",
       "<g id=\"node93\" class=\"node\"><title>node92</title>\n",
       "<g id=\"a_node93\"><a xlink:href=\"http://dbpedia.org/resource/Crab_on_its_Back\" xlink:title=\"Crab on its\\nBack\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2240\" y=\"-267\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Crab on its</text>\n",
       "<text text-anchor=\"middle\" x=\"2240\" y=\"-256\" font-family=\"DejaVu Sans,Tahoma,Geneva,sans-serif\" font-size=\"10.00\" fill=\"blue\">Back</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- node92&#45;&gt;node27 -->\n",
       "<g id=\"edge95\" class=\"edge\"><title>node92&#45;&gt;node27</title>\n",
       "<g id=\"a_edge95\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<path fill=\"none\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" d=\"M2205.99,-246.895C2184.59,-237.315 2156.16,-225.588 2130,-218 2089.03,-206.115 2075.02,-210.439 2030.04,-200.023\"/>\n",
       "<polygon fill=\"#9fc9e5\" fill-opacity=\"0.376471\" stroke=\"#9fc9e5\" stroke-opacity=\"0.376471\" points=\"2020.28,-197.65 2031.06,-195.64 2025.14,-198.831 2030,-200.013 2030,-200.013 2030,-200.013 2025.14,-198.831 2028.93,-204.385 2020.28,-197.65 2020.28,-197.65\"/>\n",
       "</a>\n",
       "</g>\n",
       "<g id=\"a_edge95&#45;label\"><a xlink:href=\"http://dbpedia.org/property/museum\" xlink:title=\"dbp:museum\" target=\"_other\">\n",
       "<text text-anchor=\"middle\" x=\"2181\" y=\"-220.8\" font-family=\"Times,serif\" font-size=\"9.00\" fill=\"#204080\">dbp:museum</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "metadata": {
      "unconfined": true
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%format n3\n",
    "%display diagram svg\n",
    "\n",
    "PREFIX wd: <http://www.wikidata.org/entity/>\n",
    "CONSTRUCT  { ?painting dbp:museum ?museum .\n",
    "             ?painting dct:subject ?subject .\n",
    "             ?museum dbo:location ?location .\n",
    "             ?location dbo:country ?country .\n",
    "           }\n",
    "WHERE {\n",
    "    ?painting dbp:artist dbr:Vincent_van_Gogh .\n",
    "    ?painting a wd:Q386724 .\n",
    "    ?painting a dbo:Artwork .\n",
    "    ?painting dbp:museum ?museum .\n",
    "    ?museum dbo:location ?location .\n",
    "    ?location dbo:country ?country .\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<div style=\"border-top: 1px gray solid; font-family: Cursive, sans-serif;\">Version: 1.1 (2016-08-10)<br/>\n",
    "Author: Paulo Villegas</div>"
   ]
  }
 ],
 "metadata": {
  "datacleaner": {
   "position": {
    "top": "50px"
   },
   "python": {
    "varRefreshCmd": "try:\n    print(_datacleaner.dataframe_metadata())\nexcept:\n    print([])"
   },
   "window_display": false
  },
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.7.9"
  },
  "latex_envs": {
   "LaTeX_envs_menu_present": true,
   "autocomplete": true,
   "bibliofile": "biblio.bib",
   "cite_by": "apalike",
   "current_citInitial": 1,
   "eqLabelWithNumbers": true,
   "eqNumInitial": 1,
   "hotkeys": {
    "equation": "Ctrl-E",
    "itemize": "Ctrl-I"
   },
   "labels_anchors": false,
   "latex_user_defs": false,
   "report_style_numbering": false,
   "user_envs_cfg": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}