{
  "id": "57c80268-bf29-4672-9cdf-030c065ac4bf",
  "kind": "empresa",
  "canonical_name": "adam publicidad ltda",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76266030-K"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 96,
      "monto_sum": 74108364.0,
      "groups": [
        {
          "other": {
            "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE SAN CLEMENTE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5637625.0,
          "date_min": "2010-06-30",
          "date_max": "2014-10-02",
          "sample": [
            {
              "date": "2013-04-02",
              "monto": 1969450.0,
              "date_to": "2013-04-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4404-44-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-10-02",
              "monto": 1356600.0,
              "date_to": "2014-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4404-475-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-06-30",
              "monto": 2311575.0,
              "date_to": "2010-06-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-1155-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3832990.0,
          "date_min": "2013-07-02",
          "date_max": "2013-12-27",
          "sample": [
            {
              "date": "2013-07-02",
              "monto": 2691780.0,
              "date_to": "2013-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-738-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-12-27",
              "monto": 1141210.0,
              "date_to": "2013-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1548-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed4c623a-5fa0-47ff-bee1-a8edb968559f",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DE MAGALLANES Y DE LA ANTÁRTICA CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3258696.0,
          "date_min": "2010-03-26",
          "date_max": "2010-05-13",
          "sample": [
            {
              "date": "2010-05-13",
              "monto": 1368500.0,
              "date_to": "2010-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=764-318-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-26",
              "monto": 1890196.0,
              "date_to": "2010-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=764-169-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f50225ec-53ff-4d8e-b878-c3a17d947db7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Primavera"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3213000.0,
          "date_min": "2016-03-23",
          "date_max": "2016-03-23",
          "sample": [
            {
              "date": "2016-03-23",
              "monto": 3213000.0,
              "date_to": "2016-03-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3866-54-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2998800.0,
          "date_min": "2014-07-10",
          "date_max": "2014-07-10",
          "sample": [
            {
              "date": "2014-07-10",
              "monto": 2998800.0,
              "date_to": "2014-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2583-1228-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fee3ed6d-1fc1-4e03-b32d-016620f10f15",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Cisterna"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2688499.0,
          "date_min": "2011-08-31",
          "date_max": "2014-02-21",
          "sample": [
            {
              "date": "2012-11-08",
              "monto": 785400.0,
              "date_to": "2012-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-2461-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-02-21",
              "monto": 129999.0,
              "date_to": "2014-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-234-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-10",
              "monto": 107100.0,
              "date_to": "2012-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-2305-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-31",
              "monto": 1666000.0,
              "date_to": "2011-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-1407-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a8806e9-00b9-479e-ae51-698168529393",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHILE CHICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2478999.0,
          "date_min": "2012-04-04",
          "date_max": "2012-04-04",
          "sample": [
            {
              "date": "2012-04-04",
              "monto": 2478999.0,
              "date_to": "2012-04-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4609-53-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1c29878b-c3fb-4116-8ac2-7242fc72fb8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Longavi"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2201500.0,
          "date_min": "2012-06-13",
          "date_max": "2012-06-13",
          "sample": [
            {
              "date": "2012-06-13",
              "monto": 2201500.0,
              "date_to": "2012-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4085-1192-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2099636.0,
          "date_min": "2013-07-23",
          "date_max": "2013-07-23",
          "sample": [
            {
              "date": "2013-07-23",
              "monto": 2099636.0,
              "date_to": "2013-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-457-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9b457754-0c9a-4751-adcf-07c735508731",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE NUEVA IMPERIAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1999200.0,
          "date_min": "2016-06-20",
          "date_max": "2016-06-20",
          "sample": [
            {
              "date": "2016-06-20",
              "monto": 1999200.0,
              "date_to": "2016-06-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-534-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a7f8a564-5ae0-4204-93ba-9dfdb0f99811",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RANCAGUA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1987300.0,
          "date_min": "2012-12-19",
          "date_max": "2012-12-19",
          "sample": [
            {
              "date": "2012-12-19",
              "monto": 1987300.0,
              "date_to": "2012-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2401-1846-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VITACURA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1916801.0,
          "date_min": "2008-03-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 875252.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2668-5-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-10",
              "monto": 1041549.0,
              "date_to": "2008-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2668-34-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b936d1b5-748c-415a-886d-2529561e6ddc",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE RINCONADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1886150.0,
          "date_min": "2013-02-22",
          "date_max": "2013-02-22",
          "sample": [
            {
              "date": "2013-02-22",
              "monto": 1886150.0,
              "date_to": "2013-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3493-5-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a71b337-d111-4778-b065-c248ee5e49d9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabrero"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1832600.0,
          "date_min": "2009-11-06",
          "date_max": "2009-11-06",
          "sample": [
            {
              "date": "2009-11-06",
              "monto": 1832600.0,
              "date_to": "2009-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4079-1151-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1796400.0,
          "date_min": "2015-06-26",
          "date_max": "2015-06-26",
          "sample": [
            {
              "date": "2015-06-26",
              "monto": 1796400.0,
              "date_to": "2015-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-669-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fa830775-f468-4972-8ebe-e43cd9b7e872",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LINARES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1773100.0,
          "date_min": "2011-08-01",
          "date_max": "2011-08-01",
          "sample": [
            {
              "date": "2011-08-01",
              "monto": 1773100.0,
              "date_to": "2011-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2333-913-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "69270c14-5587-4470-b5dd-9c9c8808b20a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PADRE LAS CASAS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1649340.0,
          "date_min": "2016-12-29",
          "date_max": "2016-12-29",
          "sample": [
            {
              "date": "2016-12-29",
              "monto": 1649340.0,
              "date_to": "2016-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2ef0cac0-e56b-4181-b55b-d4a4c4e1ceed",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE BUIN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1451800.0,
          "date_min": "2013-09-24",
          "date_max": "2013-09-24",
          "sample": [
            {
              "date": "2013-09-24",
              "monto": 1451800.0,
              "date_to": "2013-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2721-487-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1268421.0,
          "date_min": "2009-12-23",
          "date_max": "2012-07-06",
          "sample": [
            {
              "date": "2012-07-06",
              "monto": 1092420.0,
              "date_to": "2012-07-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-429-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-23",
              "monto": 176001.0,
              "date_to": "2009-12-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-1023-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "21b3e735-1c0c-476d-bf73-4ed3ea44a994",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TREHUACO DEPARTAMENTO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1238076.0,
          "date_min": "2014-08-19",
          "date_max": "2014-08-19",
          "sample": [
            {
              "date": "2014-08-19",
              "monto": 1238076.0,
              "date_to": "2014-08-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4519-189-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5818a1b-87a3-45c5-8764-eae0ad51d194",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1213086.0,
          "date_min": "2013-08-09",
          "date_max": "2013-08-09",
          "sample": [
            {
              "date": "2013-08-09",
              "monto": 1213086.0,
              "date_to": "2013-08-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3085-752-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "867bb950-5bdb-4bf8-a792-fbc1c9c6d389",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa María"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1191190.0,
          "date_min": "2008-12-17",
          "date_max": "2008-12-17",
          "sample": [
            {
              "date": "2008-12-17",
              "monto": 1191190.0,
              "date_to": "2008-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3820-11221-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "525cc813-368a-4e53-8646-62108d244be4",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MELIPILLA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1190000.0,
          "date_min": "2011-01-13",
          "date_max": "2011-01-13",
          "sample": [
            {
              "date": "2011-01-13",
              "monto": 1190000.0,
              "date_to": "2011-01-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2674-52-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bf52ed6-700a-43c6-a7c8-e5b6a66c6db9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COPIAPO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1166200.0,
          "date_min": "2008-11-18",
          "date_max": "2008-11-18",
          "sample": [
            {
              "date": "2008-11-18",
              "monto": 1166200.0,
              "date_to": "2008-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2380-12395-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "024ac523-2d79-4995-87bd-e0fbd2ee5f68",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA FLORIDA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1118600.0,
          "date_min": "2013-07-31",
          "date_max": "2016-05-30",
          "sample": [
            {
              "date": "2016-05-30",
              "monto": 642600.0,
              "date_to": "2016-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2377-611-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-07-31",
              "monto": 476000.0,
              "date_to": "2013-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2377-824-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1100932.0,
          "date_min": "2008-12-04",
          "date_max": "2014-12-30",
          "sample": [
            {
              "date": "2014-03-10",
              "monto": 166600.0,
              "date_to": "2014-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-418-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-16",
              "monto": 110999.0,
              "date_to": "2009-01-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2314-34-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-04",
              "monto": 110999.0,
              "date_to": "2008-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2314-11453-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-12-30",
              "monto": 712334.0,
              "date_to": "2014-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-3132-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d7a63bb3-9c53-45a2-ab9e-9b2406f42abd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CERRILLOS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1066775.0,
          "date_min": "2010-08-06",
          "date_max": "2013-12-02",
          "sample": [
            {
              "date": "2010-08-06",
              "monto": 425425.0,
              "date_to": "2010-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=324-1595-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-12-02",
              "monto": 641350.0,
              "date_to": "2013-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=324-2555-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cf55a78c-4f55-4697-9f5e-775e1ec0b8f0",
            "kind": "institucion_publica",
            "canonical_name": "I.Municipalidad de Mostazal"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1013999.0,
          "date_min": "2012-03-07",
          "date_max": "2013-03-27",
          "sample": [
            {
              "date": "2013-03-27",
              "monto": 699999.0,
              "date_to": "2013-03-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2675-150-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-03-07",
              "monto": 314000.0,
              "date_to": "2012-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2675-160-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f2c15c4a-0933-48e5-988c-6e6326b9e243",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pucón"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 861798.0,
          "date_min": "2014-12-24",
          "date_max": "2014-12-24",
          "sample": [
            {
              "date": "2014-12-24",
              "monto": 861798.0,
              "date_to": "2014-12-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2387-1087-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "89bd0189-0979-49d2-86e9-ae72673c65d5",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Río Negro"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 821100.0,
          "date_min": "2011-04-12",
          "date_max": "2011-04-12",
          "sample": [
            {
              "date": "2011-04-12",
              "monto": 821100.0,
              "date_to": "2011-04-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=450-90-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 818720.0,
          "date_min": "2013-08-03",
          "date_max": "2013-08-03",
          "sample": [
            {
              "date": "2013-08-03",
              "monto": 818720.0,
              "date_to": "2013-08-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2393-553-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b0d22c0c-e8e8-4bfb-9ed2-4261761fdf54",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE ESTACION CENTRAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 739998.0,
          "date_min": "2016-06-02",
          "date_max": "2016-06-23",
          "sample": [
            {
              "date": "2016-06-02",
              "monto": 369999.0,
              "date_to": "2016-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2432-458-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-06-23",
              "monto": 369999.0,
              "date_to": "2016-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2432-521-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 731850.0,
          "date_min": "2014-10-22",
          "date_max": "2014-10-22",
          "sample": [
            {
              "date": "2014-10-22",
              "monto": 731850.0,
              "date_to": "2014-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1399-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4760e6d-a191-4fd9-a6ee-e46a01e76b76",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Esteban"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 730660.0,
          "date_min": "2014-01-10",
          "date_max": "2014-01-10",
          "sample": [
            {
              "date": "2014-01-10",
              "monto": 730660.0,
              "date_to": "2014-01-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3661-29-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3be9c4c3-2150-4b22-b3c7-fd8c4213f93d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MEJILLONES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 705015.0,
          "date_min": "2010-01-06",
          "date_max": "2012-02-13",
          "sample": [
            {
              "date": "2010-01-06",
              "monto": 229015.0,
              "date_to": "2010-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3834-12-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-02-13",
              "monto": 476000.0,
              "date_to": "2012-02-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=652180-6-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "68451189-d8f3-42cc-991d-281b57c82520",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabildo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 688438.0,
          "date_min": "2012-07-03",
          "date_max": "2012-07-04",
          "sample": [
            {
              "date": "2012-07-04",
              "monto": 152938.0,
              "date_to": "2012-07-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3621-240-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-07-03",
              "monto": 535500.0,
              "date_to": "2012-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3621-236-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0026457a-6065-4d1f-ad78-3065928e3b16",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA SERENA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 623560.0,
          "date_min": "2014-12-15",
          "date_max": "2014-12-15",
          "sample": [
            {
              "date": "2014-12-15",
              "monto": 623560.0,
              "date_to": "2014-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2450-2394-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "935f2f0c-ef2a-4d98-b431-94b45eb437b4",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ÑUÑOA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 623084.0,
          "date_min": "2013-06-06",
          "date_max": "2013-06-06",
          "sample": [
            {
              "date": "2013-06-06",
              "monto": 623084.0,
              "date_to": "2013-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5810-25-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "50746baa-2741-4745-87c3-76949ba061f9",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 575960.0,
          "date_min": "2011-11-28",
          "date_max": "2011-11-28",
          "sample": [
            {
              "date": "2011-11-28",
              "monto": 575960.0,
              "date_to": "2011-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1434-361-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1e83b50-8682-4184-9bfc-6b92f217d4bc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Maule"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 574056.0,
          "date_min": "2011-02-08",
          "date_max": "2011-02-08",
          "sample": [
            {
              "date": "2011-02-08",
              "monto": 574056.0,
              "date_to": "2011-02-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3880-93-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b6b484bf-e923-4a4e-8a90-40fca7c7015d",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curanilahue"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 553350.0,
          "date_min": "2015-05-20",
          "date_max": "2015-05-20",
          "sample": [
            {
              "date": "2015-05-20",
              "monto": 553350.0,
              "date_to": "2015-05-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4239-511-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "edae6437-cfcc-4634-b992-36e5f41c7cd0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Romeral"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 535500.0,
          "date_min": "2012-06-27",
          "date_max": "2012-06-27",
          "sample": [
            {
              "date": "2012-06-27",
              "monto": 535500.0,
              "date_to": "2012-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4473-194-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1ec47aa0-5b18-4133-a9fe-e4d59edee9fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Graneros"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 529980.0,
          "date_min": "2008-02-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 242000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4562-31-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-08",
              "monto": 287980.0,
              "date_to": "2008-02-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4562-92-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7c7db2a5-c63a-4915-af3f-eb1d45af18d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freirina"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 495040.0,
          "date_min": "2013-02-01",
          "date_max": "2013-02-01",
          "sample": [
            {
              "date": "2013-02-01",
              "monto": 495040.0,
              "date_to": "2013-02-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4355-18-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bccc3c63-0141-4cdc-96a4-80a6bfc448a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Navidad"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 457436.0,
          "date_min": "2009-11-18",
          "date_max": "2009-11-18",
          "sample": [
            {
              "date": "2009-11-18",
              "monto": 457436.0,
              "date_to": "2009-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4542-37-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de8abfc6-f9d4-4339-98ef-43483b43c6e5",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN BERNARDO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 430780.0,
          "date_min": "2013-04-10",
          "date_max": "2013-04-10",
          "sample": [
            {
              "date": "2013-04-10",
              "monto": 430780.0,
              "date_to": "2013-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2341-749-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "33f37986-f6d5-4daf-843d-6483ba3bd046",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coyhaique"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 400000.0,
          "date_min": "2014-02-06",
          "date_max": "2014-02-06",
          "sample": [
            {
              "date": "2014-02-06",
              "monto": 400000.0,
              "date_to": "2014-02-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2495-78-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4418c08-26f6-41e2-9288-ffd55dfa3f63",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE LO ESPEJO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 391272.0,
          "date_min": "2014-10-02",
          "date_max": "2014-10-02",
          "sample": [
            {
              "date": "2014-10-02",
              "monto": 391272.0,
              "date_to": "2014-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=744835-1150-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 377999.0,
          "date_min": "2016-12-12",
          "date_max": "2016-12-12",
          "sample": [
            {
              "date": "2016-12-12",
              "monto": 377999.0,
              "date_to": "2016-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE PEÑALOLEN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 374850.0,
          "date_min": "2009-12-17",
          "date_max": "2009-12-17",
          "sample": [
            {
              "date": "2009-12-17",
              "monto": 374850.0,
              "date_to": "2009-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-1616-SE09",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 18,
        "count": 27,
        "monto_sum": 4798203.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 96,
      "monto_sum": 74108364.0,
      "grado_pctl": 0.17046580773042616,
      "monto_pctl": 0.15923356458539809,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-10",
            "monto": 1041549.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2668-34-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 875252.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2668-5-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "57c80268-bf29-4672-9cdf-030c065ac4bf",
            "kind": "empresa",
            "name": "adam publicidad ltda",
            "role": "ancla"
          },
          {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE VITACURA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1916801.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-08",
            "monto": 287980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4562-92-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 242000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4562-31-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "57c80268-bf29-4672-9cdf-030c065ac4bf",
            "kind": "empresa",
            "name": "adam publicidad ltda",
            "role": "ancla"
          },
          {
            "id": "1ec47aa0-5b18-4133-a9fe-e4d59edee9fb",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Graneros",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 529980.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-07",
            "monto": 40460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-306-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-29",
            "monto": 32130.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-1281-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-10",
            "monto": 26180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-1404-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-16",
            "monto": 90000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-2694-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-21",
            "monto": 35700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-805-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-30",
            "monto": 35700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2287-1260-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 34000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2287-142-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 27000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2287-527-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 22000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2287-613-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "57c80268-bf29-4672-9cdf-030c065ac4bf",
            "kind": "empresa",
            "name": "adam publicidad ltda",
            "role": "ancla"
          },
          {
            "id": "5d981be9-d09f-4df7-9181-922f8af6300c",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE MACUL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 343170.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 65,
        "monto": 61379053.0,
        "share": 0.8282338144720075
      },
      "periodo": {
        "desde": "2008-02-07",
        "hasta": "2016-12-29"
      },
      "monto_total": 74108364.0,
      "n_contratos": 96,
      "serie_anual": [
        {
          "anio": 2008,
          "monto": 3896688.0
        },
        {
          "anio": 2009,
          "monto": 3398410.0
        },
        {
          "anio": 2010,
          "monto": 7231590.0
        },
        {
          "anio": 2011,
          "monto": 7077763.0
        },
        {
          "anio": 2012,
          "monto": 10771377.0
        },
        {
          "anio": 2013,
          "monto": 17381484.0
        },
        {
          "anio": 2014,
          "monto": 10975139.0
        },
        {
          "anio": 2015,
          "monto": 2563950.0
        },
        {
          "anio": 2016,
          "monto": 9611711.0
        }
      ],
      "td_conocidos": 91,
      "n_contrapartes": 68,
      "n_trato_directo": 27,
      "top_contrapartes": [
        {
          "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
          "name": "I. MUNICIPALIDAD DE SAN CLEMENTE",
          "monto": 5637625.0,
          "share": 0.07607272237179598
        },
        {
          "id": "56893201-aa77-46ec-b981-96d1397734b8",
          "name": "I MUNICIPALIDAD DE LOS ANGELES",
          "monto": 3832990.0,
          "share": 0.05172142242945749
        },
        {
          "id": "ed4c623a-5fa0-47ff-bee1-a8edb968559f",
          "name": "DELEGACIÓN PRESIDENCIAL REGIONAL DE MAGALLANES Y DE LA ANTÁRTICA CHILE",
          "monto": 3258696.0,
          "share": 0.04397204072673902
        }
      ],
      "pct_trato_directo": 0.2967032967032967
    },
    "senales": [
      "27 de sus 91 contratos con dato fueron por trato directo (30%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}