{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# SPARQL about van Gogh\n", "\n", "
Note: when viewed through nbviewer or converted through nbconvert this notebook looks slightly different than when rendered by a running sparqlkernel. See a converted version for an example more similar to the actual look in a \"live\" kernel.
\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": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
Endpoint set to: http://dbpedia.org/sparql
Label preferred languages: [u'en']
Logging set to DEBUG
" ], "text/plain": [ "Endpoint set to: http://dbpedia.org/sparql\n", "Label preferred languages: [u'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": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
Return format: JSON
Display: table
" ], "text/plain": [ "Return format: JSON\n", "Display: table\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
personname
http://dbpedia.org/resource/Wil_van_GoghWil van Gogh
http://dbpedia.org/resource/Vincent_van_GoghVincent van Gogh
http://dbpedia.org/resource/Theo_van_Gogh_(art_dealer)Theo van Gogh (art dealer)
http://dbpedia.org/resource/Niels_van_GoghNiels van Gogh
http://dbpedia.org/resource/Natalie_van_GoghNatalie van Gogh
http://dbpedia.org/resource/Theo_van_Gogh_(film_director)Theo van Gogh (film director)
http://dbpedia.org/resource/Johanna_van_Gogh-BongerJohanna van Gogh-Bonger
Total: 7, Shown: 7
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%format json\n", "%display table \n", "\n", "PREFIX rdfs: \n", "PREFIX foaf: \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 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": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
Return format: JSON
Display: table
Show Types: on
" ], "text/plain": [ "Return format: JSON\n", "Display: table\n", "Show Types: on\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
proptypevaluetype
http://dbpedia.org/ontology/birthDateuri1853-03-30typed-literal
http://dbpedia.org/ontology/birthPlaceurihttp://dbpedia.org/resource/Zunderturi
http://dbpedia.org/ontology/birthPlaceurihttp://dbpedia.org/resource/Netherlandsuri
http://dbpedia.org/ontology/deathDateuri1890-07-29typed-literal
http://dbpedia.org/ontology/deathPlaceurihttp://dbpedia.org/resource/French_Third_Republicuri
http://dbpedia.org/ontology/deathPlaceurihttp://dbpedia.org/resource/Auvers-sur-Oiseuri
http://dbpedia.org/ontology/influencedByurihttp://dbpedia.org/resource/Israel_Tsvaygenbaumuri
http://dbpedia.org/ontology/influencedByurihttp://dbpedia.org/resource/Victor_Stabinuri
http://dbpedia.org/ontology/influencedByurihttp://dbpedia.org/resource/Leo_Marchutzuri
http://dbpedia.org/ontology/influencedByurihttp://dbpedia.org/resource/Annette_P._Jimersonuri
http://dbpedia.org/ontology/influencedByurihttp://dbpedia.org/resource/Aung_Khinuri
http://dbpedia.org/ontology/influencedByurihttp://dbpedia.org/resource/Joan_Glassuri
http://dbpedia.org/ontology/influencedByurihttp://dbpedia.org/resource/Chuck_Connellyuri
http://dbpedia.org/ontology/relativeurihttp://dbpedia.org/resource/Theo_van_Gogh_(film_director)uri
http://dbpedia.org/property/influencedurihttp://dbpedia.org/resource/Adolphe_Monticelliuri
http://dbpedia.org/property/influencedByurihttp://dbpedia.org/resource/Axel_Törnemanuri
http://dbpedia.org/property/influencedByurihttp://dbpedia.org/resource/Hayley_Leveruri
http://dbpedia.org/property/influencedByurihttp://dbpedia.org/resource/Armanuri
http://dbpedia.org/property/influencedByurihttp://dbpedia.org/resource/Roger_Inguri
http://dbpedia.org/property/influencedByurihttp://dbpedia.org/resource/Purvis_Younguri
Total: 35, Shown: 20
" ] }, "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": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
Return format: JSON
Display: table
" ], "text/plain": [ "Return format: JSON\n", "Display: table\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "
picturename
http://dbpedia.org/resource/Starry_Night_Over_the_RhoneStarry Night Over the Rhone
http://dbpedia.org/resource/Cafe_Terrace_at_NightCafe Terrace at Night
http://dbpedia.org/resource/The_Night_CaféThe Night Café
http://dbpedia.org/resource/The_Starry_NightThe Starry Night
http://dbpedia.org/resource/White_House_at_NightWhite House at Night
Total: 5, Shown: 5
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%format json\n", "%display table \n", "\n", "\n", "PREFIX rdfs: \n", "PREFIX foaf: \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": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
Display: raw
" ], "text/plain": [ "Display: raw\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "{u'head': {u'link': [], u'vars': [u'picture', u'name']},\n", " u'results': {u'bindings': [{u'name': {u'type': u'literal',\n", " u'value': u'Starry Night Over the Rhone',\n", " u'xml:lang': u'en'},\n", " u'picture': {u'type': u'uri',\n", " u'value': u'http://dbpedia.org/resource/Starry_Night_Over_the_Rhone'}},\n", " {u'name': {u'type': u'literal',\n", " u'value': u'Cafe Terrace at Night',\n", " u'xml:lang': u'en'},\n", " u'picture': {u'type': u'uri',\n", " u'value': u'http://dbpedia.org/resource/Cafe_Terrace_at_Night'}},\n", " {u'name': {u'type': u'literal',\n", " u'value': u'The Night Caf\\xe9',\n", " u'xml:lang': u'en'},\n", " u'picture': {u'type': u'uri',\n", " u'value': u'http://dbpedia.org/resource/The_Night_Caf\\xe9'}},\n", " {u'name': {u'type': u'literal',\n", " u'value': u'The Starry Night',\n", " u'xml:lang': u'en'},\n", " u'picture': {u'type': u'uri',\n", " u'value': u'http://dbpedia.org/resource/The_Starry_Night'}},\n", " {u'name': {u'type': u'literal',\n", " u'value': u'White House at Night',\n", " u'xml:lang': u'en'},\n", " u'picture': {u'type': u'uri',\n", " u'value': u'http://dbpedia.org/resource/White_House_at_Night'}}],\n", " u'distinct': False,\n", " u'ordered': True}}" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%display raw \n", "\n", "PREFIX rdfs: \n", "PREFIX foaf: \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": { "collapsed": false, "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
Return format: N3
Display: table
Label preferred languages: [u'en']
Result maximum size: unlimited
" ], "text/plain": [ "Return format: N3\n", "Display: table\n", "Label preferred languages: [u'en']\n", "Result maximum size: unlimited\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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subjectpredicateobject
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/PaintingsByVincentVanGogh
http://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhonehttp://xmlns.com/foaf/0.1/primaryTopichttp://dbpedia.org/resource/Starry_Night_Over_the_Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/ontology/Artwork
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/Artifact100021939
http://dbpedia.org/resource/Starry_Night_over_the_Rhonehttp://dbpedia.org/ontology/wikiPageRedirectshttp://dbpedia.org/resource/Starry_Night_Over_the_Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/Object100002684
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://purl.org/dc/terms/subjecthttp://dbpedia.org/resource/Category:1888_paintings
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://xmlns.com/foaf/0.1/nameStarry Night over the Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/ontology/museumhttp://dbpedia.org/resource/Musée_d'Orsay
http://dbpedia.org/resource/Starry_Night_Over_the_Rhônehttp://dbpedia.org/ontology/wikiPageRedirectshttp://dbpedia.org/resource/Starry_Night_Over_the_Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/ontology/thumbnailhttp://commons.wikimedia.org/wiki/Special:FilePath/Starry_Night_Over_the_Rhone.jpg?width=300
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/typehttp://dbpedia.org/resource/Oil_painting
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://xmlns.com/foaf/0.1/depictionhttp://commons.wikimedia.org/wiki/Special:FilePath/Starry_Night_Over_the_Rhone.jpg
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/Whole100003553
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://www.w3.org/2003/01/geo/wgs84_pos#SpatialThing
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/catalogueF474; JH1592
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://purl.org/dc/terms/subjecthttp://dbpedia.org/resource/Category:Collections_of_the_Musée_d'Orsay
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/2000/01/rdf-schema#commentStarry 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.
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/PhysicalEntity100001930
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://purl.org/dc/terms/subjecthttp://dbpedia.org/resource/Category:Paintings_by_Vincent_van_Gogh
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/2000/01/rdf-schema#labelStarry Night Over the Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://purl.org/dc/terms/subjecthttp://dbpedia.org/resource/Category:Vincent_van_Gogh_paintings_of_Arles
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/imageFileStarry Night Over the Rhone.jpg
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/artisthttp://dbpedia.org/resource/Vincent_van_Gogh
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/Art102743547
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/ontology/authorhttp://dbpedia.org/resource/Vincent_van_Gogh
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/museumhttp://dbpedia.org/resource/Musée_d'Orsay
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/ontology/Work
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/cityhttp://dbpedia.org/resource/Paris
http://dbpedia.org/resource/Starry_Night_(disambiguation)http://dbpedia.org/ontology/wikiPageDisambiguateshttp://dbpedia.org/resource/Starry_Night_Over_the_Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/VincentVanGoghPaintingsOfArles
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/metricUnitcm
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/Painting103876519
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/GraphicArt103453809
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/ontology/abstractStarry 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.
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://www.wikidata.org/entity/Q386724
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/ns/prov#wasDerivedFromhttp://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone?oldid=676277356
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://xmlns.com/foaf/0.1/isPrimaryTopicOfhttp://en.wikipedia.org/wiki/Starry_Night_Over_the_Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://schema.org/CreativeWork
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/imperialUnitin
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://purl.org/voc/vrank#hasRankf6142dae9156f430aa14ac0e228114499b1
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://www.w3.org/2002/07/owl#Thing
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/1888Paintings
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://dbpedia.org/property/titleStarry Night over the Rhone
http://dbpedia.org/resource/Starry_Night_Over_the_Rhonehttp://www.w3.org/1999/02/22-rdf-syntax-ns#typehttp://dbpedia.org/class/yago/Creation103129123
Shown: all, Total rows: 80
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%format n3\n", "%display table\n", "%lang en\n", "%show all\n", "\n", "PREFIX rdfs: \n", "PREFIX foaf: \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": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
Return format: N3
Display: png
Label preferred languages: [u'en']
" ], "text/plain": [ "Return format: N3\n", "Display: png\n", "Label preferred languages: [u'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: \n", "PREFIX foaf: \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": 8, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
Return format: N3
Display: svg
" ], "text/plain": [ "Return format: N3\n", "Display: svg\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "_anonymous_0\n", "\n", "\n", "node0\n", "\n", "Hermitage\n", "Museum\n", "\n", "\n", "\n", "node1\n", "\n", "Saint\n", "Petersburg\n", "\n", "\n", "\n", "node0->node1\n", "\n", "\n", "\n", "\n", "\n", "dbo:location\n", "\n", "\n", "\n", "node70\n", "\n", " Saint\n", "Petersburg\n", "\n", "\n", "\n", "node0->node70\n", "\n", "\n", "\n", "\n", "\n", "dbo:location\n", "\n", "\n", "\n", "node45\n", "\n", "Russia\n", "\n", "\n", "\n", "node1->node45\n", "\n", "\n", "\n", "\n", "\n", "dbo:country\n", "\n", "\n", "\n", "node2\n", "\n", "Thyssen-Bornemisza\n", "Museum\n", "\n", "\n", "\n", "node3\n", "\n", "Madrid\n", "\n", "\n", "\n", "node2->node3\n", "\n", "\n", "\n", "\n", "\n", "dbo:location\n", "\n", "\n", "\n", "node86\n", "\n", "Spain\n", "\n", "\n", "\n", "node3->node86\n", "\n", "\n", "\n", "\n", "\n", "dbo:country\n", "\n", "\n", "\n", "node4\n", "\n", "Museum\n", "Folkwang\n", "\n", "\n", "\n", "node5\n", "\n", "Essen\n", "\n", "\n", "\n", "node4->node5\n", "\n", "\n", "\n", "\n", "\n", "dbo:location\n", "\n", "\n", "\n", "node30\n", "\n", "Germany\n", "\n", "\n", "\n", "node5->node30\n", "\n", "\n", "\n", "\n", "\n", "dbo:country\n", "\n", "\n", "\n", "node6\n", "\n", "Warsaw\n", "\n", "\n", "\n", "node7\n", "\n", "Poland\n", "\n", "\n", "\n", "node6->node7\n", "\n", "\n", "\n", "\n", "\n", "dbo:country\n", "\n", "\n", "\n", "node8\n", "\n", "Massachusetts\n", "\n", "\n", "\n", "node9\n", "\n", "United\n", "States\n", "\n", "\n", "\n", "node8->node9\n", "\n", "\n", "\n", "\n", "\n", "dbo:country\n", "\n", "\n", "\n", "node10\n", "\n", "Paris\n", "\n", "\n", "\n", "node11\n", "\n", "France\n", "\n", "\n", "\n", "node10->node11\n", "\n", "\n", "\n", "\n", "\n", "dbo:country\n", "\n", "\n", "\n", "node12\n", "\n", "Landscape\n", "with Snow\n", "\n", "\n", "\n", "node13\n", "\n", "Solomon R. 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"node16->node17\n", "\n", "\n", "\n", "\n", "\n", "dbp:museum\n", "\n", "\n", "\n", "node33\n", "\n", " D.C.\n", "\n", "\n", "\n", "node17->node33\n", "\n", "\n", "\n", "\n", "\n", "dbo:location\n", "\n", "\n", "\n", "node17->node35\n", "\n", "\n", "\n", "\n", "\n", "dbo:location\n", "\n", "\n", "\n", "node77\n", "\n", " Virginia\n", "\n", "\n", "\n", "node17->node77\n", "\n", "\n", "\n", "\n", "\n", "dbo:location\n", "\n", "\n", "\n", "node18\n", "\n", "Divisionism\n", "\n", "\n", "\n", "node19\n", "\n", "Kröller-Müller\n", "Museum\n", "\n", "\n", "\n", "node18->node19\n", "\n", "\n", "\n", "\n", "\n", "dbp:museum\n", "\n", "\n", "\n", "node22\n", "\n", "Van\n", "Gogh Museum\n", "\n", "\n", "\n", "node18->node22\n", "\n", "\n", "\n", "\n", "\n", "dbp:museum\n", "\n", "\n", "\n", "node26\n", "\n", "Museum of Modern\n", "Art\n", "\n", "\n", "\n", "node18->node26\n", "\n", "\n", "\n", "\n", "\n", "dbp:museum\n", "\n", "\n", "\n", "node61\n", "\n", "Art\n", "Institute of Chicago\n", "\n", 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"node92\n", "\n", "A Lane in the\n", "Public Garden at Arles\n", "\n", "\n", "\n", "node92->node19\n", "\n", "\n", "\n", "\n", "\n", "dbp:museum\n", "\n", "\n", "\n", "\n" ] }, "metadata": { "unconfined": true }, "output_type": "display_data" } ], "source": [ "%format n3\n", "%display diagram svg\n", "\n", "PREFIX wd: \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", "}" ] } ], "metadata": { "kernelspec": { "display_name": "SPARQL", "language": "", "name": "sparql" }, "language_info": { "codemirror_mode": { "name": "sparql" }, "mimetype": "application/sparql-query", "name": "sparql", "pygments_lexer": "sparql-nb" } }, 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