SEMAF Demo Notebook.ipynb

{
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  {
   "cell_type": "code",
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   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://dataverse.harvard.edu//api/datasets/export?exporter=OAI_ORE&persistentId=doi:10.7910/DVN/FUSIWA\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'dcterms:modified': '2021-09-09',\n",
       " 'dcterms:creator': 'Harvard Dataverse',\n",
       " '@type': 'ore:ResourceMap',\n",
       " '@id': 'https://dataverse.harvard.edu/api/datasets/export?exporter=OAI_ORE&persistentId=doi:10.7910/DVN/FUSIWA',\n",
       " 'ore:describes': {'citation:Depositor': 'Fortunato, David',\n",
       "  'Title': 'Replication Data for: Allocating Costly Influence in Legislatures',\n",
       "  'Deposit Date': '2021-06-21',\n",
       "  'Subject': 'Social Sciences',\n",
       "  'citation:Keyword': {'keyword:Term': 'legislatures, congress, state politics, comparative politics'},\n",
       "  'citation:Description': {'dsDescription:Text': 'Replication data and code for \"Allocating Costly Influence in Legislatures\"'},\n",
       "  'citation:Contact': {'datasetContact:Name': 'Fortunato, David',\n",
       "   'datasetContact:Affiliation': 'University of California, San Diego',\n",
       "   'datasetContact:E-mail': 'dfortunato@ucsd.edu'},\n",
       "  'Author': [{'author:Name': 'Fortunato, David',\n",
       "    'author:Affiliation': 'University of California, San Diego',\n",
       "    'Identifier Scheme': 'ORCID',\n",
       "    'Identifier': '0000-0003-2200-4080'},\n",
       "   {'author:Name': 'Provins, Tessa',\n",
       "    'author:Affiliation': 'University of Pittsburgh',\n",
       "    'Identifier Scheme': 'ORCID',\n",
       "    'Identifier': '0000-0001-9115-8732'},\n",
       "   {'author:Name': 'Monroe, Nathan W',\n",
       "    'author:Affiliation': 'University of California, Merced'}],\n",
       "  '@id': 'doi:10.7910/DVN/FUSIWA',\n",
       "  '@type': ['ore:Aggregation', 'schema:Dataset'],\n",
       "  'schema:version': '1.0',\n",
       "  'schema:name': 'Replication Data for: Allocating Costly Influence in Legislatures',\n",
       "  'schema:dateModified': '2021-09-09 16:15:05.867',\n",
       "  'schema:datePublished': '2021-09-09',\n",
       "  'schema:license': 'https://creativecommons.org/publicdomain/zero/1.0/',\n",
       "  'dvcore:fileTermsOfAccess': {'dvcore:fileRequestAccess': False},\n",
       "  'schema:includedInDataCatalog': 'Harvard Dataverse',\n",
       "  'ore:aggregates': [{'schema:description': 'All data needed to replicate analysis',\n",
       "    'schema:name': 'finalData.txt',\n",
       "    'dvcore:restricted': False,\n",
       "    'schema:version': 1,\n",
       "    'dvcore:datasetVersionId': 248525,\n",
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       "    'schema:sameAs': 'https://dataverse.harvard.edu/api/access/datafile/4817228',\n",
       "    '@type': 'ore:AggregatedResource',\n",
       "    'schema:fileFormat': 'text/plain',\n",
       "    'dvcore:filesize': 314474,\n",
       "    'dvcore:storageIdentifier': 's3://dvn-cloud:17a30a1c504-93a91f0fd767',\n",
       "    'dvcore:rootDataFileId': -1,\n",
       "    'dvcore:checksum': {'@type': 'MD5',\n",
       "     '@value': '493284f7d7646963e7ff589fbdd6c585'}},\n",
       "   {'schema:name': 'replication.r',\n",
       "    'dvcore:restricted': False,\n",
       "    'schema:version': 1,\n",
       "    'dvcore:datasetVersionId': 248525,\n",
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       "    '@type': 'ore:AggregatedResource',\n",
       "    'schema:fileFormat': 'type/x-r-syntax',\n",
       "    'dvcore:filesize': 16708,\n",
       "    'dvcore:storageIdentifier': 's3://dvn-cloud:17bcc32da94-36170fb947ea',\n",
       "    'dvcore:rootDataFileId': -1,\n",
       "    'dvcore:checksum': {'@type': 'MD5',\n",
       "     '@value': '39d1577703862e3fa871f000f0bcfb8c'}}],\n",
       "  'schema:hasPart': ['https://dataverse.harvard.edu/file.xhtml?fileId=4817228',\n",
       "   'https://dataverse.harvard.edu/file.xhtml?fileId=5120476']},\n",
       " '@context': {'Author': 'http://purl.org/dc/terms/creator',\n",
       "  'Deposit Date': 'http://purl.org/dc/terms/dateSubmitted',\n",
       "  'Identifier': 'http://purl.org/spar/datacite/AgentIdentifier',\n",
       "  'Identifier Scheme': 'http://purl.org/spar/datacite/AgentIdentifierScheme',\n",
       "  'Subject': 'http://purl.org/dc/terms/subject',\n",
       "  'Title': 'http://purl.org/dc/terms/title',\n",
       "  'author': 'https://dataverse.org/schema/citation/author#',\n",
       "  'citation': 'https://dataverse.org/schema/citation/',\n",
       "  'datasetContact': 'https://dataverse.org/schema/citation/datasetContact#',\n",
       "  'dcterms': 'http://purl.org/dc/terms/',\n",
       "  'dsDescription': 'https://dataverse.org/schema/citation/dsDescription#',\n",
       "  'dvcore': 'https://dataverse.org/schema/core#',\n",
       "  'keyword': 'https://dataverse.org/schema/citation/keyword#',\n",
       "  'ore': 'http://www.openarchives.org/ore/terms/',\n",
       "  'schema': 'http://schema.org/'}}"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#!/usr/bin/python3\n",
    "\n",
    "from Semaf import Semaf\n",
    "from config import DATAVERSE_ROOT, DATAVERSE_EXPORT\n",
    "\n",
    "sm = Semaf()\n",
    "doi = 'doi:10.7910/DVN/FUSIWA'\n",
    "sm.loadurl(doi, 'json-ld', DATAVERSE_ROOT, DATAVERSE_EXPORT)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Show all statements from Graph with metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
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       " [rdflib.term.BNode('N196661e2c28948f698d449a7cd83ea53'),\n",
       "  rdflib.term.URIRef('https://dataverse.org/schema/citation/author#Affiliation'),\n",
       "  rdflib.term.Literal('University of Pittsburgh')],\n",
       " [rdflib.term.BNode('N5c86098fe12c421bb1953f64940bf0ae'),\n",
       "  rdflib.term.URIRef('https://dataverse.org/schema/citation/datasetContact#Name'),\n",
       "  rdflib.term.Literal('Fortunato, David')],\n",
       " [rdflib.term.BNode('N196661e2c28948f698d449a7cd83ea53'),\n",
       "  rdflib.term.URIRef('http://purl.org/spar/datacite/AgentIdentifierScheme'),\n",
       "  rdflib.term.Literal('ORCID')],\n",
       " [rdflib.term.URIRef('doi:10.7910/DVN/FUSIWA'),\n",
       "  rdflib.term.URIRef('http://schema.org/license'),\n",
       "  rdflib.term.Literal('https://creativecommons.org/publicdomain/zero/1.0/')],\n",
       " [rdflib.term.URIRef('doi:10.7910/DVN/FUSIWA'),\n",
       "  rdflib.term.URIRef('http://schema.org/includedInDataCatalog'),\n",
       "  rdflib.term.Literal('Harvard Dataverse')],\n",
       " [rdflib.term.BNode('N3072595f70fe40198a84046e3ba26e69'),\n",
       "  rdflib.term.URIRef('http://purl.org/spar/datacite/AgentIdentifierScheme'),\n",
       "  rdflib.term.Literal('ORCID')],\n",
       " [rdflib.term.URIRef('https://dataverse.harvard.edu/file.xhtml?fileId=5120476'),\n",
       "  rdflib.term.URIRef('http://schema.org/version'),\n",
       "  rdflib.term.Literal('1', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer'))],\n",
       " [rdflib.term.URIRef('https://dataverse.harvard.edu/file.xhtml?fileId=5120476'),\n",
       "  rdflib.term.URIRef('https://dataverse.org/schema/core#storageIdentifier'),\n",
       "  rdflib.term.Literal('s3://dvn-cloud:17bcc32da94-36170fb947ea')],\n",
       " [rdflib.term.URIRef('https://dataverse.harvard.edu/file.xhtml?fileId=5120476'),\n",
       "  rdflib.term.URIRef('http://schema.org/fileFormat'),\n",
       "  rdflib.term.Literal('type/x-r-syntax')],\n",
       " [rdflib.term.URIRef('https://dataverse.harvard.edu/file.xhtml?fileId=4817228'),\n",
       "  rdflib.term.URIRef('https://dataverse.org/schema/core#restricted'),\n",
       "  rdflib.term.Literal('false', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#boolean'))]]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sm.statements()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Example how to edit statement in the specific metadata field like Keyword Term"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "sm.edit_statement('keyword#Term', 'New Statement')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Locate root nodes for the selected metadata fields, for example Keyword or title"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'subject': rdflib.term.BNode('N30ec63249e3e4bfb884be69f40e04a1e'), 'predicate': rdflib.term.URIRef('https://dataverse.org/schema/citation/keyword#Term'), 'object': rdflib.term.Literal('legislatures, congress, state politics, comparative politics')}\n",
      "{'subject': rdflib.term.URIRef('doi:10.7910/DVN/FUSIWA'), 'predicate': rdflib.term.URIRef('http://purl.org/dc/terms/title'), 'object': rdflib.term.Literal('Replication Data for: Allocating Costly Influence in Legislatures')}\n"
     ]
    }
   ],
   "source": [
    "print(sm.locator('keyword#Term'))\n",
    "print(sm.locator('terms/title'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Metadata enrichment with new Keyword and Keyword URL "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "newstatement = { 'rootnode': 'citation/Keyword', 'keyword#Term': 'New Term from this notebook', 'keyword#Vocabulary': 'https://www.wikidata.org/wiki/TMP2462063'}\n",
    "sm.locator(newstatement['rootnode'])\n",
    "sm.add_statement(newstatement)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"@type\": \"http://www.openarchives.org/ore/terms/Aggregation\",\n",
      "  \"http://purl.org/dc/terms/creator\": [\n",
      "    {\n",
      "      \"http://purl.org/spar/datacite/AgentIdentifier\": [\n",
      "        {\n",
      "          \"@value\": \"0000-0003-2200-4080\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://purl.org/spar/datacite/AgentIdentifierScheme\": [\n",
      "        {\n",
      "          \"@value\": \"ORCID\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/citation/author#Affiliation\": [\n",
      "        {\n",
      "          \"@value\": \"University of California, San Diego\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/citation/author#Name\": [\n",
      "        {\n",
      "          \"@value\": \"Fortunato, David\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"http://purl.org/spar/datacite/AgentIdentifier\": [\n",
      "        {\n",
      "          \"@value\": \"0000-0001-9115-8732\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://purl.org/spar/datacite/AgentIdentifierScheme\": [\n",
      "        {\n",
      "          \"@value\": \"ORCID\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/citation/author#Affiliation\": [\n",
      "        {\n",
      "          \"@value\": \"University of Pittsburgh\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/citation/author#Name\": [\n",
      "        {\n",
      "          \"@value\": \"Provins, Tessa\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"https://dataverse.org/schema/citation/author#Affiliation\": [\n",
      "        {\n",
      "          \"@value\": \"University of California, Merced\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/citation/author#Name\": [\n",
      "        {\n",
      "          \"@value\": \"Monroe, Nathan W\"\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"http://purl.org/dc/terms/dateSubmitted\": {\n",
      "    \"@value\": \"2021-06-21\"\n",
      "  },\n",
      "  \"http://purl.org/dc/terms/subject\": {\n",
      "    \"@value\": \"Social Sciences\"\n",
      "  },\n",
      "  \"http://purl.org/dc/terms/title\": {\n",
      "    \"@value\": \"Replication Data for: Allocating Costly Influence in Legislatures\"\n",
      "  },\n",
      "  \"http://schema.org/dateModified\": {\n",
      "    \"@value\": \"2021-09-09 16:15:05.867\"\n",
      "  },\n",
      "  \"http://schema.org/datePublished\": {\n",
      "    \"@value\": \"2021-09-09\"\n",
      "  },\n",
      "  \"http://schema.org/hasPart\": {\n",
      "    \"@value\": \"https://dataverse.harvard.edu/file.xhtml?fileId=4817228\"\n",
      "  },\n",
      "  \"http://schema.org/includedInDataCatalog\": {\n",
      "    \"@value\": \"Harvard Dataverse\"\n",
      "  },\n",
      "  \"http://schema.org/license\": {\n",
      "    \"@value\": \"https://creativecommons.org/publicdomain/zero/1.0/\"\n",
      "  },\n",
      "  \"http://schema.org/name\": {\n",
      "    \"@value\": \"Replication Data for: Allocating Costly Influence in Legislatures\"\n",
      "  },\n",
      "  \"http://schema.org/version\": {\n",
      "    \"@value\": \"1.0\"\n",
      "  },\n",
      "  \"http://www.openarchives.org/ore/terms/aggregates\": [\n",
      "    {\n",
      "      \"@type\": [\n",
      "        \"http://www.openarchives.org/ore/terms/AggregatedResource\"\n",
      "      ],\n",
      "      \"http://schema.org/description\": [\n",
      "        {\n",
      "          \"@value\": \"All data needed to replicate analysis\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://schema.org/fileFormat\": [\n",
      "        {\n",
      "          \"@value\": \"text/plain\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://schema.org/name\": [\n",
      "        {\n",
      "          \"@value\": \"finalData.txt\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://schema.org/sameAs\": [\n",
      "        {\n",
      "          \"@value\": \"https://dataverse.harvard.edu/api/access/datafile/4817228\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://schema.org/version\": [\n",
      "        {\n",
      "          \"@value\": 1\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#checksum\": [\n",
      "        {\n",
      "          \"@value\": \"493284f7d7646963e7ff589fbdd6c585\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#datasetVersionId\": [\n",
      "        {\n",
      "          \"@value\": 248525\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#filesize\": [\n",
      "        {\n",
      "          \"@value\": 314474\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#restricted\": [\n",
      "        {\n",
      "          \"@value\": false\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#rootDataFileId\": [\n",
      "        {\n",
      "          \"@value\": -1\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#storageIdentifier\": [\n",
      "        {\n",
      "          \"@value\": \"s3://dvn-cloud:17a30a1c504-93a91f0fd767\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"@type\": [\n",
      "        \"http://www.openarchives.org/ore/terms/AggregatedResource\"\n",
      "      ],\n",
      "      \"http://schema.org/fileFormat\": [\n",
      "        {\n",
      "          \"@value\": \"type/x-r-syntax\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://schema.org/name\": [\n",
      "        {\n",
      "          \"@value\": \"replication.r\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://schema.org/sameAs\": [\n",
      "        {\n",
      "          \"@value\": \"https://dataverse.harvard.edu/api/access/datafile/5120476\"\n",
      "        }\n",
      "      ],\n",
      "      \"http://schema.org/version\": [\n",
      "        {\n",
      "          \"@value\": 1\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#checksum\": [\n",
      "        {\n",
      "          \"@value\": \"39d1577703862e3fa871f000f0bcfb8c\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#datasetVersionId\": [\n",
      "        {\n",
      "          \"@value\": 248525\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#filesize\": [\n",
      "        {\n",
      "          \"@value\": 16708\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#restricted\": [\n",
      "        {\n",
      "          \"@value\": false\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#rootDataFileId\": [\n",
      "        {\n",
      "          \"@value\": -1\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/core#storageIdentifier\": [\n",
      "        {\n",
      "          \"@value\": \"s3://dvn-cloud:17bcc32da94-36170fb947ea\"\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"https://dataverse.org/schema/citation/Contact\": {\n",
      "    \"https://dataverse.org/schema/citation/datasetContact#Affiliation\": [\n",
      "      {\n",
      "        \"@value\": \"University of California, San Diego\"\n",
      "      }\n",
      "    ],\n",
      "    \"https://dataverse.org/schema/citation/datasetContact#E-mail\": [\n",
      "      {\n",
      "        \"@value\": \"dfortunato@ucsd.edu\"\n",
      "      }\n",
      "    ],\n",
      "    \"https://dataverse.org/schema/citation/datasetContact#Name\": [\n",
      "      {\n",
      "        \"@value\": \"Fortunato, David\"\n",
      "      }\n",
      "    ]\n",
      "  },\n",
      "  \"https://dataverse.org/schema/citation/Depositor\": {\n",
      "    \"@value\": \"Fortunato, David\"\n",
      "  },\n",
      "  \"https://dataverse.org/schema/citation/Description\": {\n",
      "    \"https://dataverse.org/schema/citation/dsDescription#Text\": [\n",
      "      {\n",
      "        \"@value\": \"Replication data and code for \\\"Allocating Costly Influence in Legislatures\\\"\"\n",
      "      }\n",
      "    ]\n",
      "  },\n",
      "  \"https://dataverse.org/schema/citation/Keyword\": [\n",
      "    {\n",
      "      \"https://dataverse.org/schema/citation/keyword#Term\": [\n",
      "        {\n",
      "          \"@value\": \"legislatures, congress, state politics, comparative politics\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"https://dataverse.org/schema/citation/keyword#Term\": [\n",
      "        {\n",
      "          \"@value\": \"New Term from this notebook\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/citation/keyword#Vocabulary\": [\n",
      "        {\n",
      "          \"@value\": \"https://www.wikidata.org/wiki/TMP2462063\"\n",
      "        }\n",
      "      ],\n",
      "      \"https://dataverse.org/schema/citation/rootnode\": [\n",
      "        {\n",
      "          \"@value\": \"citation/Keyword\"\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"https://dataverse.org/schema/core#fileTermsOfAccess\": {\n",
      "    \"https://dataverse.org/schema/core#fileRequestAccess\": [\n",
      "      {\n",
      "        \"@value\": false\n",
      "      }\n",
      "    ]\n",
      "  }\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "print(sm.dumps())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Serialize this Graph in n3 format with triples suitable for the ingest in triple store"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "b'@prefix author: <https://dataverse.org/schema/citation/author#> .\n",
      "@prefix citation: <https://dataverse.org/schema/citation/> .\n",
      "@prefix datasetContact: <https://dataverse.org/schema/citation/datasetContact#> .\n",
      "@prefix dcterms: <http://purl.org/dc/terms/> .\n",
      "@prefix dsDescription: <https://dataverse.org/schema/citation/dsDescription#> .\n",
      "@prefix dvcore: <https://dataverse.org/schema/core#> .\n",
      "@prefix keyword: <https://dataverse.org/schema/citation/keyword#> .\n",
      "@prefix ns1: <http://purl.org/spar/datacite/> .\n",
      "@prefix ore: <http://www.openarchives.org/ore/terms/> .\n",
      "@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .\n",
      "@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .\n",
      "@prefix schema: <http://schema.org/> .\n",
      "@prefix xml: <http://www.w3.org/XML/1998/namespace> .\n",
      "@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .\n",
      "\n",
      "<https://dataverse.harvard.edu/api/datasets/export?exporter=OAI_ORE&persistentId=doi:10.7910/DVN/FUSIWA> a ore:ResourceMap ;\n",
      "    dcterms:creator \"Harvard Dataverse\" ;\n",
      "    dcterms:modified \"2021-09-09\" ;\n",
      "    ore:describes <doi:10.7910/DVN/FUSIWA> .\n",
      "\n",
      "<doi:10.7910/DVN/FUSIWA> a schema:Dataset,\n",
      "        ore:Aggregation ;\n",
      "    dcterms:creator [ ns1:AgentIdentifier \"0000-0001-9115-8732\" ;\n",
      "            ns1:AgentIdentifierScheme \"ORCID\" ;\n",
      "            author:Affiliation \"University of Pittsburgh\" ;\n",
      "            author:Name \"Provins, Tessa\" ],\n",
      "        [ ns1:AgentIdentifier \"0000-0003-2200-4080\" ;\n",
      "            ns1:AgentIdentifierScheme \"ORCID\" ;\n",
      "            author:Affiliation \"University of California, San Diego\" ;\n",
      "            author:Name \"Fortunato, David\" ],\n",
      "        [ author:Affiliation \"University of California, Merced\" ;\n",
      "            author:Name \"Monroe, Nathan W\" ] ;\n",
      "    dcterms:dateSubmitted \"2021-06-21\" ;\n",
      "    dcterms:subject \"Social Sciences\" ;\n",
      "    dcterms:title \"Replication Data for: Allocating Costly Influence in Legislatures\" ;\n",
      "    schema:dateModified \"2021-09-09 16:15:05.867\" ;\n",
      "    schema:datePublished \"2021-09-09\" ;\n",
      "    schema:hasPart \"https://dataverse.harvard.edu/file.xhtml?fileId=4817228\",\n",
      "        \"https://dataverse.harvard.edu/file.xhtml?fileId=5120476\" ;\n",
      "    schema:includedInDataCatalog \"Harvard Dataverse\" ;\n",
      "    schema:license \"https://creativecommons.org/publicdomain/zero/1.0/\" ;\n",
      "    schema:name \"Replication Data for: Allocating Costly Influence in Legislatures\" ;\n",
      "    schema:version \"1.0\" ;\n",
      "    ore:aggregates <https://dataverse.harvard.edu/file.xhtml?fileId=4817228>,\n",
      "        <https://dataverse.harvard.edu/file.xhtml?fileId=5120476> ;\n",
      "    citation:Contact [ datasetContact:Affiliation \"University of California, San Diego\" ;\n",
      "            datasetContact:E-mail \"dfortunato@ucsd.edu\" ;\n",
      "            datasetContact:Name \"Fortunato, David\" ] ;\n",
      "    citation:Depositor \"Fortunato, David\" ;\n",
      "    citation:Description [ dsDescription:Text \"Replication data and code for \\\\\"Allocating Costly Influence in Legislatures\\\\\"\" ] ;\n",
      "    citation:Keyword [ keyword:Term \"legislatures, congress, state politics, comparative politics\" ],\n",
      "        [ keyword:Term \"New Term from this notebook\" ;\n",
      "            keyword:Vocabulary \"https://www.wikidata.org/wiki/TMP2462063\" ;\n",
      "            citation:rootnode \"citation/Keyword\" ] ;\n",
      "    dvcore:fileTermsOfAccess [ dvcore:fileRequestAccess false ] .\n",
      "\n",
      "<https://dataverse.harvard.edu/file.xhtml?fileId=4817228> a ore:AggregatedResource ;\n",
      "    schema:description \"All data needed to replicate analysis\" ;\n",
      "    schema:fileFormat \"text/plain\" ;\n",
      "    schema:name \"finalData.txt\" ;\n",
      "    schema:sameAs \"https://dataverse.harvard.edu/api/access/datafile/4817228\" ;\n",
      "    schema:version 1 ;\n",
      "    dvcore:checksum \"493284f7d7646963e7ff589fbdd6c585\" ;\n",
      "    dvcore:datasetVersionId 248525 ;\n",
      "    dvcore:filesize 314474 ;\n",
      "    dvcore:restricted false ;\n",
      "    dvcore:rootDataFileId -1 ;\n",
      "    dvcore:storageIdentifier \"s3://dvn-cloud:17a30a1c504-93a91f0fd767\" .\n",
      "\n",
      "<https://dataverse.harvard.edu/file.xhtml?fileId=5120476> a ore:AggregatedResource ;\n",
      "    schema:fileFormat \"type/x-r-syntax\" ;\n",
      "    schema:name \"replication.r\" ;\n",
      "    schema:sameAs \"https://dataverse.harvard.edu/api/access/datafile/5120476\" ;\n",
      "    schema:version 1 ;\n",
      "    dvcore:checksum \"39d1577703862e3fa871f000f0bcfb8c\" ;\n",
      "    dvcore:datasetVersionId 248525 ;\n",
      "    dvcore:filesize 16708 ;\n",
      "    dvcore:restricted false ;\n",
      "    dvcore:rootDataFileId -1 ;\n",
      "    dvcore:storageIdentifier \"s3://dvn-cloud:17bcc32da94-36170fb947ea\" .\n",
      "\n",
      "'\n"
     ]
    }
   ],
   "source": [
    "print(sm.graph_to_turtle())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "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": "3.7.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}