ConvDatiIndicePA.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "595f1d05-694f-4810-99c1-120de2b85c00",
   "metadata": {},
   "source": [
    "# Conversione dei dati di IndicePA in LD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e8a825de-88b2-4ec3-ae32-bd05eff4c9d7",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import rdflib\n",
    "import json\n",
    "from IPython.display import Markdown as md\n",
    "from IPython.display import JSON"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d7807af3-24af-4a91-b3fd-7dbcf53e974b",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pybars import Compiler\n",
    "import urllib.parse\n",
    "\n",
    "# Funzione helper per evitare di ottenere IRI non valide\n",
    "def encodeURIComponent(this,value):\n",
    "    return urllib.parse.quote(value)\n",
    "\n",
    "def apply_handlebars_template(template, data):\n",
    "    compiler = Compiler()\n",
    "    context = {\n",
    "        'encodeURIComponent': encodeURIComponent\n",
    "    }\n",
    "    return compiler.compile(template)(data, helpers=context)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "92695e1c-6506-4498-a23b-1ec09f7679e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"srcdata/data/candidature_enti_ipa.json\", 'r') as f:\n",
    "    indicePA_json=json.load(f)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c99bfe76-765a-4067-bbf5-d365ec8b19aa",
   "metadata": {},
   "source": [
    "Per i dati di IndicePA le ontologie di riferimento sono:\n",
    "\n",
    "* L'ontologia delle organizzazioni https://w3id.org/italia/onto/COV/\n",
    "* L'ontologia dei luoghi https://w3id.org/italia/onto/Project/\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "786d3361-fe72-4aee-a5c4-7649df731650",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "All'interno del file ci sono 236 enti"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "md(\"All'interno del file ci sono {} enti\".format(len(indicePA_json[\"enti\"])))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "645ac775-b340-4c63-be1d-03d5f81329f5",
   "metadata": {},
   "source": [
    "Il formato di partenza dei dati di IndicePA è:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "822ec167-8fe3-4d45-b4f0-13daa31212db",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/json": {
       "Acronimo": null,
       "CAP": "20864",
       "Codice_Categoria": "L6",
       "Codice_IPA": "c_a087",
       "Codice_ISTAT": 461176,
       "Codice_MIUR": null,
       "Codice_ateco": "84.11.10",
       "Codice_catastale_comune": "A087",
       "Codice_comune_ISTAT": "108001",
       "Codice_fiscale_ente": "02254070150",
       "Codice_natura": 2430,
       "Cognome_responsabile": "Sironi",
       "Data_aggiornamento": "2024-01-19",
       "Denominazione_ente": "Comune di Agrate Brianza",
       "Ente_in_liquidazione": null,
       "Indirizzo": "Via San Paolo 24",
       "Mail1": "comune.agratebrianza@pec.regione.lombardia.it",
       "Mail2": "servizidemografici.agratebrianza@legalmail.it",
       "Mail3": null,
       "Mail4": null,
       "Mail5": null,
       "Nome_responsabile": "Simone",
       "Sito_istituzionale": "http://www.comune.agratebrianza.mb.it",
       "Tipo_Mail1": "Pec",
       "Tipo_Mail2": "Pec",
       "Tipo_Mail3": null,
       "Tipo_Mail4": null,
       "Tipo_Mail5": null,
       "Tipologia": "Pubbliche Amministrazioni",
       "Titolo_responsabile": "Sindaco",
       "Url_facebook": null,
       "Url_linkedin": null,
       "Url_twitter": null,
       "Url_youtube": null,
       "_id": 1726
      },
      "text/plain": [
       "<IPython.core.display.JSON object>"
      ]
     },
     "execution_count": 13,
     "metadata": {
      "application/json": {
       "expanded": false,
       "root": "root"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "JSON(indicePA_json[\"enti\"][0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3994399a-d5ed-435d-ab6f-ed164d340366",
   "metadata": {},
   "source": [
    "Definiamo quindi un template per IndicePA\n",
    "\n",
    "Notare che abbiamo usato l'iterazione all'interno del template e il costrutto `#unless` che permette di generare un JSON-LD valido."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "64406604-ed74-4440-9e7b-ae3deb3b98ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "indicePA_template=\"\"\"\n",
    "{\n",
    "    \"@context\": {\n",
    "    \"CLV\": \"https://w3id.org/italia/onto/CLV/\",\n",
    "    \"COV\": \"https://w3id.org/italia/onto/COV/\",\n",
    "    \"PRJ\": \"https://w3id.org/italia/onto/Project/\",\n",
    "    \"owl\": \"http://www.w3.org/2002/07/owl#\"\n",
    "    },\n",
    "    \"@graph\": [\n",
    "        {{#each .enti}}\n",
    "        {\n",
    "            \"@type\":\"COV:PublicOrganization\",\n",
    "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/{{encodeURIComponent Codice_IPA}}\",\n",
    "            \"owl:sameAs\": {\n",
    "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/{{encodeURIComponent Codice_fiscale_ente}}\",\n",
    "                    \"@type\": \"COV:PublicOrganization\"\n",
    "                },\n",
    "            \"COV:hasCategory\": {\n",
    "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/{{encodeURIComponent Codice_Categoria}}\",\n",
    "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
    "                },\n",
    "            \"COV:hasPrimaryAddress\": {\n",
    "                \"@type\": \"CLV:Address\",\n",
    "                \"CLV:hasCity\": {\n",
    "                    \"@type\": \"CLV:City\",\n",
    "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/{{Codice_ISTAT}}\"\n",
    "                }\n",
    "            },\n",
    "            \"COV:IPACode\": \"{{Codice_IPA}}\",\n",
    "            \"COV:legalName\": \"{{Denominazione_ente}}\"\n",
    "        }\n",
    "        {{#unless @last}},{{/unless}}\n",
    "        {{/each}}\n",
    "    ]\n",
    "}\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "6a994ab3-a631-4c3e-9750-f31ba41c6436",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Trasformazione di JSON in JSON-LD\n",
    "\n",
    "indicePA_json_ld = apply_handlebars_template(indicePA_template,indicePA_json)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "cd1d958a-844e-440f-b8cb-e947954d8e85",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open (\"LD/json-ld/candidature_enti_ipa-ld.json\", \"w+\") as f:\n",
    "    f.write(indicePA_json_ld)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "78cfd476-41f0-4b3b-8b3b-2ef96b56a7da",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "{\n",
      "    \"@context\": {\n",
      "    \"CLV\": \"https://w3id.org/italia/onto/CLV/\",\n",
      "    \"COV\": \"https://w3id.org/italia/onto/COV/\",\n",
      "    \"PRJ\": \"https://w3id.org/italia/onto/Project/\",\n",
      "    \"owl\": \"http://www.w3.org/2002/07/owl#\"\n",
      "    },\n",
      "    \"@graph\": [\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a087\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/02254070150\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/461176\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a087\",\n",
      "            \"COV:legalName\": \"Comune di Agrate Brianza\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a116\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/85000870221\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/11820297\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a116\",\n",
      "            \"COV:legalName\": \"Comune di Ala\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a158\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00271100224\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/11118297\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a158\",\n",
      "            \"COV:legalName\": \"Comune di Albiano\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a191\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00242500395\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/45623\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a191\",\n",
      "            \"COV:legalName\": \"Comune di Alfonsine\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a220\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00534310248\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/102223\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a220\",\n",
      "            \"COV:legalName\": \"Comune di Alonte\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a223\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00215780339\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/39310\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a223\",\n",
      "            \"COV:legalName\": \"Comune di Alseno\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a271\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00351040423\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/68934\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a271\",\n",
      "            \"COV:legalName\": \"Comune di Ancona\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a274\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00319630224\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/11118885\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a274\",\n",
      "            \"COV:legalName\": \"Comune di Andalo\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a278\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00135420099\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/11116516\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a278\",\n",
      "            \"COV:legalName\": \"Comune di Andora\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a372\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00249830225\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/47268\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a372\",\n",
      "            \"COV:legalName\": \"Comune di Arco\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a376\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/87003290159\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/728558\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_a376\",\n",
      "            \"COV:legalName\": \"Comune di Arcore\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_a413\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/02938070154\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
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      "            \"COV:legalName\": \"Comune di Bondone\"\n",
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      "            \"COV:legalName\": \"Comune di Borgo Valsugana\"\n",
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      "        {\n",
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      "            \"COV:legalName\": \"Comune di Lavis\"\n",
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      "            \"COV:legalName\": \"Comune di Rosate\"\n",
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      "            \"COV:legalName\": \"Comune di Rozzano\"\n",
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      "            \"COV:legalName\": \"Comune di Vermiglio\"\n",
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      "            \"COV:legalName\": \"Comune di Rio\"\n",
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      "            \"COV:legalName\": \"Comune di Colceresa\"\n",
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      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_f029\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00202100392\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/12501919\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_f029\",\n",
      "            \"COV:legalName\": \"Comune di Massa Lombarda\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_f999\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00252240262\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/47825\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_f999\",\n",
      "            \"COV:legalName\": \"Comune di Oderzo\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_g296\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00272300229\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/11118317\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_g296\",\n",
      "            \"COV:legalName\": \"Comune di Palu&#x27; del Fersina\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_h644\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00547910653\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/11121497\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_h644\",\n",
      "            \"COV:legalName\": \"Comune di Rutino\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_h794\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00311560361\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/61777\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_h794\",\n",
      "            \"COV:legalName\": \"Comune di San Cesario Sul Panaro\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_l190\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/00165480096\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/26341\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_l190\",\n",
      "            \"COV:legalName\": \"Comune di Toirano\"\n",
      "        }\n",
      "        ,\n",
      "        {\n",
      "            \"@type\":\"COV:PublicOrganization\",\n",
      "            \"@id\":\"https://w3id.org/italia/data/PublicOrganization/c_l826\",\n",
      "            \"owl:sameAs\": {\n",
      "                    \"@id\": \"https://w3id.org/italia/data/PublicOrganization/83000670204\",\n",
      "                    \"@type\": \"COV:PublicOrganization\"\n",
      "                },\n",
      "            \"COV:hasCategory\": {\n",
      "                \"@id\":\"https://w3id.org/italia/data/PublicOrganizationCategory/L6\",\n",
      "                \"@type\": \"COV:PublicOrganizationCategory\"\n",
      "                },\n",
      "            \"COV:hasPrimaryAddress\": {\n",
      "                \"@type\": \"CLV:Address\",\n",
      "                \"CLV:hasCity\": {\n",
      "                    \"@type\": \"CLV:City\",\n",
      "                    \"CLV:hasIdentifier\": \"https://w3id.org/italia/data/identifiers/cities-identifiers/numeric-istat-code/723476\"\n",
      "                }\n",
      "            },\n",
      "            \"COV:IPACode\": \"c_l826\",\n",
      "            \"COV:legalName\": \"Comune di Viadana\"\n",
      "        }\n",
      "        \n",
      "    ]\n",
      "}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(indicePA_json_ld)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "c75542da-72f5-4c19-9e19-460daffe3961",
   "metadata": {},
   "outputs": [],
   "source": [
    "indicePA_g = rdflib.Graph()\n",
    "indicePA_g.parse(data=indicePA_json_ld,format=\"json-ld\");"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "7ee24b7f-affc-4dc4-99eb-185ab874942e",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'opencup_g' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[38], line 9\u001b[0m\n\u001b[1;32m      1\u001b[0m query\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;124mSELECT (COUNT(DISTINCT ?CUP) as ?num_CUP) \u001b[39m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;124mWHERE \u001b[39m\u001b[38;5;124m{\u001b[39m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[38;5;124m}\u001b[39m\n\u001b[1;32m      7\u001b[0m \u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[0;32m----> 9\u001b[0m res\u001b[38;5;241m=\u001b[39m\u001b[43mopencup_g\u001b[49m\u001b[38;5;241m.\u001b[39mquery(query)\n\u001b[1;32m     11\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m row \u001b[38;5;129;01min\u001b[39;00m res:\n\u001b[1;32m     12\u001b[0m     \u001b[38;5;28mprint\u001b[39m(row)\n",
      "\u001b[0;31mNameError\u001b[0m: name 'opencup_g' is not defined"
     ]
    }
   ],
   "source": [
    "query=\"\"\"\n",
    "SELECT (COUNT(DISTINCT ?CUP) as ?num_CUP) \n",
    "WHERE {\n",
    "    ?prj a PRJ:PublicInvestmentProject;\n",
    "    PRJ:uniqueProjectCodeValue ?CUP\n",
    "}\n",
    "\"\"\"\n",
    "\n",
    "res=opencup_g.query(query)\n",
    "\n",
    "for row in res:\n",
    "    print(row)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48dd951b-fc28-47f6-80a6-ff301016ec74",
   "metadata": {},
   "source": [
    "Come si vede, i CUP sono in numero inferiore, in quanto ve ne sono di duplicati all'interno del file."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c980584f-e6bf-4b8d-af00-253aacb5b79a",
   "metadata": {},
   "source": [
    "Esempio di query: qual è il totale di costo dei progetti per ciascun ente?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "b9b3fa7a-6148-4b0c-b627-5467c60bb457",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00339370272'), rdflib.term.Literal('7127677', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80015010723'), rdflib.term.Literal('4858680', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00297110389'), rdflib.term.Literal('1692369', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00080270838'), rdflib.term.Literal('1547897', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00229080338'), rdflib.term.Literal('1479027', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00304260409'), rdflib.term.Literal('1031574', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/91008330903'), rdflib.term.Literal('965270', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00360140446'), rdflib.term.Literal('752741', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00355870221'), rdflib.term.Literal('719758', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80001190877'), rdflib.term.Literal('679976', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00252240262'), rdflib.term.Literal('665866', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00834770158'), rdflib.term.Literal('643416', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00268250230'), rdflib.term.Literal('643416', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00221940364'), rdflib.term.Literal('616095', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00351040423'), rdflib.term.Literal('614609', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00152550208'), rdflib.term.Literal('600427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00385230545'), rdflib.term.Literal('587589', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80000330656'), rdflib.term.Literal('585323', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00189800204'), rdflib.term.Literal('564156', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00516890241'), rdflib.term.Literal('554781', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/01063800153'), rdflib.term.Literal('533050', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82002490264'), rdflib.term.Literal('527756', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00211160114'), rdflib.term.Literal('527308', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00097020598'), rdflib.term.Literal('516323', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00893240150'), rdflib.term.Literal('419124', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80007310263'), rdflib.term.Literal('419124', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00172960361'), rdflib.term.Literal('407813', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00372530162'), rdflib.term.Literal('404159', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/85001870188'), rdflib.term.Literal('402506', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00602060139'), rdflib.term.Literal('392385', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/01639920154'), rdflib.term.Literal('376098', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00543170377'), rdflib.term.Literal('371413', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82005730161'), rdflib.term.Literal('371305', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00426650131'), rdflib.term.Literal('365895', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82001930385'), rdflib.term.Literal('357000', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82002550398'), rdflib.term.Literal('355151', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80008790174'), rdflib.term.Literal('346280', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00263530123'), rdflib.term.Literal('344902', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00223680125'), rdflib.term.Literal('344159', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/01495680157'), rdflib.term.Literal('344159', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00606990174'), rdflib.term.Literal('343513', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/83005620154'), rdflib.term.Literal('342984', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00115070336'), rdflib.term.Literal('341745', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80004190593'), rdflib.term.Literal('333788', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/81000450643'), rdflib.term.Literal('328422', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/01493120586'), rdflib.term.Literal('328160', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00794470377'), rdflib.term.Literal('328160', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00493110928'), rdflib.term.Literal('323815', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
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      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00223660127'), rdflib.term.Literal('121992', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00852210178'), rdflib.term.Literal('121992', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00417080132'), rdflib.term.Literal('121992', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00177340197'), rdflib.term.Literal('121992', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00073930950'), rdflib.term.Literal('118284', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80007510227'), rdflib.term.Literal('118124', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00249830225'), rdflib.term.Literal('115064', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/81000730309'), rdflib.term.Literal('114516', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00322400342'), rdflib.term.Literal('105354', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00486670268'), rdflib.term.Literal('104128', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00218780393'), rdflib.term.Literal('104055', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00391420783'), rdflib.term.Literal('103069', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00349960393'), rdflib.term.Literal('102841', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00211890330'), rdflib.term.Literal('101208', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80095950152'), rdflib.term.Literal('101044', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00577360241'), rdflib.term.Literal('99025', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00232410332'), rdflib.term.Literal('96661', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00313290389'), rdflib.term.Literal('95346', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00578180655'), rdflib.term.Literal('93922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/03396710125'), rdflib.term.Literal('90407', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00215930348'), rdflib.term.Literal('84944', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/02147150227'), rdflib.term.Literal('83044', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00559980123'), rdflib.term.Literal('81458', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80010190306'), rdflib.term.Literal('79922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00369340229'), rdflib.term.Literal('79922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80024950166'), rdflib.term.Literal('79922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00642650139'), rdflib.term.Literal('79922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82002220620'), rdflib.term.Literal('79922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00356330795'), rdflib.term.Literal('79922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/03946010158'), rdflib.term.Literal('79922', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00400660445'), rdflib.term.Literal('79000', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00302640198'), rdflib.term.Literal('77897', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/81001410091'), rdflib.term.Literal('77897', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00453990178'), rdflib.term.Literal('69973', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00720160167'), rdflib.term.Literal('67767', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00152150223'), rdflib.term.Literal('62690', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/83000830758'), rdflib.term.Literal('61427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/03614850158'), rdflib.term.Literal('60301', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00220600407'), rdflib.term.Literal('59966', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00089700082'), rdflib.term.Literal('59966', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00374900165'), rdflib.term.Literal('57599', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00285750220'), rdflib.term.Literal('57256', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/83000470308'), rdflib.term.Literal('51654', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00354730392'), rdflib.term.Literal('49455', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00271100224'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/02402160226'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80008770226'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00308770221'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00386100226'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00517980926'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00319630224'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00431040229'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00149120222'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00423390228'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/84001370182'), rdflib.term.Literal('47427', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00884000720'), rdflib.term.Literal('44515', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00272300229'), rdflib.term.Literal('42824', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80013790227'), rdflib.term.Literal('42824', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/81001190222'), rdflib.term.Literal('38237', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80005250222'), rdflib.term.Literal('38221', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/86002610227'), rdflib.term.Literal('36674', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00273990226'), rdflib.term.Literal('36674', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00787620723'), rdflib.term.Literal('36400', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00124030222'), rdflib.term.Literal('35000', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00662780162'), rdflib.term.Literal('32589', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82000950160'), rdflib.term.Literal('32589', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00245460167'), rdflib.term.Literal('31150', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00165480096'), rdflib.term.Literal('27682', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/02254070150'), rdflib.term.Literal('20344', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00346630239'), rdflib.term.Literal('20344', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00231100512'), rdflib.term.Literal('20344', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/81000610261'), rdflib.term.Literal('20344', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00545580268'), rdflib.term.Literal('20344', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/91016750498'), rdflib.term.Literal('20154', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00252040225'), rdflib.term.Literal('19752', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00159240225'), rdflib.term.Literal('19752', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00343510228'), rdflib.term.Literal('19752', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00149130221'), rdflib.term.Literal('19752', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00308670223'), rdflib.term.Literal('19752', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/80014520227'), rdflib.term.Literal('19752', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00301120226'), rdflib.term.Literal('19752', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00212680037'), rdflib.term.Literal('19711', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82003130166'), rdflib.term.Literal('11000', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/82001650710'), rdflib.term.Literal('10172', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00088020086'), rdflib.term.Literal('10172', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00123600686'), rdflib.term.Literal('10172', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/00118960145'), rdflib.term.Literal('5465', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n",
      "(rdflib.term.URIRef('https://w3id.org/italia/data/PublicOrganization/81000910224'), rdflib.term.Literal('4459', datatype=rdflib.term.URIRef('http://www.w3.org/2001/XMLSchema#integer')))\n"
     ]
    }
   ],
   "source": [
    "query=\"\"\"\n",
    "SELECT ?funder (SUM(?totalCost) AS ?funderTotalCost)\n",
    "WHERE {\n",
    "    ?prj a PRJ:PublicInvestmentProject;\n",
    "    PRJ:projectFunder ?funder;\n",
    "    PRJ:projectTotalCost ?totalCost.\n",
    "}\n",
    "GROUP BY ?funder\n",
    "ORDER BY DESC(?funderTotalCost)\n",
    "\"\"\"\n",
    "\n",
    "res=opencup_g.query(query)\n",
    "\n",
    "for row in res:\n",
    "    print(row)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9828b364-12f5-4e9c-8eba-739e4c98bbef",
   "metadata": {},
   "source": [
    "## Dati di IndicePA\n",
    "\n",
    "I dati di IndicePA ci occorrono, ad esempio, per collegare le partite IVA/Codici Fiscali agli enti"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e588f8fa-c02c-4b01-a2ec-883f45b80eca",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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