{
  "snapshot_id": "approved-static-6fbe9b847dfeb5d6",
  "schema_version": "immigrationdb-report-dataset-v1",
  "generated_at": "2026-07-16",
  "report": {
    "schema_version": "immigrationdb-generated-report-v1",
    "canonical_slug": "cities-with-highest-car-density",
    "canonical_path": "/reports/cities-with-highest-car-density/",
    "title": "Cities with the highest car density",
    "question": "Cities with the highest car density",
    "short_answer": "Eschborn, Germany is first in the current published ranking at 2,071 cars/1000 residents; compare its source date and geographic grain before using the result.",
    "summary": "Cars per 1,000 residents ranked across published city records with source and observation date retained.",
    "report_type": "data_driven_report",
    "scope": "multi-country cities",
    "status": "accepted",
    "indexability": "indexable",
    "not_advice_disclaimer": "This ranking is a source-backed reference. Read the source, geographic grain and observation date before comparing rows.",
    "methodology_id": "methodology-cities-with-highest-car-density-v1",
    "methodology": {
      "summary": "Use compatible published metric fields (car_density_per_1000), keep numeric verified rows with direct source URLs, and sort descending.",
      "formula": "car_density_per_1000 desc",
      "assumptions": [
        "Rows use compatible displayed units; source definitions and geographic grain remain available in the linked evidence."
      ],
      "exclusions": [
        "Supplemental sources, null values and rows without direct source URLs are excluded."
      ],
      "source_policy": "Verified sources with direct URL and visible scope"
    },
    "freshness": {
      "last_checked": "2026-07-15",
      "status": "generated_from_current_reusable_facts",
      "field_dates_visible": true
    },
    "rows": [
      {
        "row_id": "cities-with-highest-car-density:city:de:wikidata:Q569648",
        "label": "Eschborn, Germany",
        "country_code": "DE",
        "value": 2071,
        "value_display": "2,071 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "kba_fz3_2026"
        ],
        "evidence": [
          {
            "source_id": "kba_fz3_2026",
            "url": "https://www.kba.de/DE/Statistik/Produktkatalog/produkte/Fahrzeuge/fz3_b_uebersicht.html",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-05"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:nl:wikidata:Q10044",
        "label": "Houten, Netherlands",
        "country_code": "NL",
        "value": 1909.8,
        "value_display": "1,909.8 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "cbs_86165NED"
        ],
        "evidence": [
          {
            "source_id": "cbs_86165NED",
            "url": "https://opendata.cbs.nl/ODataApi/OData/86165NED/TypedDataSet?%24filter=startswith%28WijkenEnBuurten%2C%27GM%27%29&%24select=WijkenEnBuurten%2CGemeentenaam_1%2CSoortRegio_2%2CIndelingswijzigingGemeenteWijkBuurt_4%2CAantalInwoners_5%2CNederland_17%2CEuropaExclusiefNederland_18%2CBuitenEuropa_19%2CBevolkingsdichtheid_34%2CPersonenautoSTotaal_104%2COppervlakteTotaal_115%2COppervlakteLand_116%2COppervlakteWater_117",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:de:wikidata:Q22872",
        "label": "Walldorf, Germany",
        "country_code": "DE",
        "value": 1744,
        "value_display": "1,744 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "kba_fz3_2026"
        ],
        "evidence": [
          {
            "source_id": "kba_fz3_2026",
            "url": "https://www.kba.de/DE/Statistik/Produktkatalog/produkte/Fahrzeuge/fz3_b_uebersicht.html",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-05"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:de:wikidata:Q488708",
        "label": "Neckarsulm, Germany",
        "country_code": "DE",
        "value": 1467,
        "value_display": "1,467 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "kba_fz3_2026"
        ],
        "evidence": [
          {
            "source_id": "kba_fz3_2026",
            "url": "https://www.kba.de/DE/Statistik/Produktkatalog/produkte/Fahrzeuge/fz3_b_uebersicht.html",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-05"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:nl:wikidata:Q83178",
        "label": "Almere, Netherlands",
        "country_code": "NL",
        "value": 1313.3,
        "value_display": "1,313.3 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "cbs_86165NED",
            "url": "https://opendata.cbs.nl/ODataApi/OData/86165NED/TypedDataSet?%24filter=startswith%28WijkenEnBuurten%2C%27GM%27%29&%24select=WijkenEnBuurten%2CGemeentenaam_1%2CSoortRegio_2%2CIndelingswijzigingGemeenteWijkBuurt_4%2CAantalInwoners_5%2CNederland_17%2CEuropaExclusiefNederland_18%2CBuitenEuropa_19%2CBevolkingsdichtheid_34%2CPersonenautoSTotaal_104%2COppervlakteTotaal_115%2COppervlakteLand_116%2COppervlakteWater_117",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:de:wikidata:Q264620",
        "label": "Garching b.München, Germany",
        "country_code": "DE",
        "value": 1217,
        "value_display": "1,217 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "kba_fz3_2026"
        ],
        "evidence": [
          {
            "source_id": "kba_fz3_2026",
            "url": "https://www.kba.de/DE/Statistik/Produktkatalog/produkte/Fahrzeuge/fz3_b_uebersicht.html",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-05"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:de:wikidata:Q4074",
        "label": "Euskirchen, Germany",
        "country_code": "DE",
        "value": 1208,
        "value_display": "1,208 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "kba_fz3_2026"
        ],
        "evidence": [
          {
            "source_id": "kba_fz3_2026",
            "url": "https://www.kba.de/DE/Statistik/Produktkatalog/produkte/Fahrzeuge/fz3_b_uebersicht.html",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-05"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:nl:wikidata:Q992",
        "label": "Amersfoort, Netherlands",
        "country_code": "NL",
        "value": 901.8,
        "value_display": "901.8 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
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        "evidence": [
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            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:nl:wikidata:Q9822",
        "label": "Breda, Netherlands",
        "country_code": "NL",
        "value": 827.4,
        "value_display": "827.4 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
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            "source_id": "cbs_86165NED",
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      {
        "row_id": "cities-with-highest-car-density:city:nl:wikidata:Q10025",
        "label": "Wierden, Netherlands",
        "country_code": "NL",
        "value": 812.7,
        "value_display": "812.7 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
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        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:si:surs_municipality:007",
        "label": "Brda, Slovenia",
        "country_code": "SI",
        "value": 720,
        "value_display": "720 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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        "evidence": [
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            "retrieved_at": "2026-07-14"
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        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:si:surs_municipality:075",
        "label": "Miren - Kostanjevica, Slovenia",
        "country_code": "SI",
        "value": 709,
        "value_display": "709 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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      },
      {
        "row_id": "cities-with-highest-car-density:city:si:surs_municipality:091",
        "label": "Pivka, Slovenia",
        "country_code": "SI",
        "value": 702,
        "value_display": "702 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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      },
      {
        "row_id": "cities-with-highest-car-density:city:si:surs_municipality:044",
        "label": "Kanal, Slovenia",
        "country_code": "SI",
        "value": 698,
        "value_display": "698 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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      },
      {
        "row_id": "cities-with-highest-car-density:city:se:wikidata:Q510135",
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        "country_code": "SE",
        "value": 690.370633,
        "value_display": "690.3706 cars/1000 residents",
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        "metric_id": "car_density_per_1000",
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            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:si:surs_municipality:038",
        "label": "Ilirska Bistrica, Slovenia",
        "country_code": "SI",
        "value": 690,
        "value_display": "690 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:se:wikidata:Q849874",
        "label": "Mora, Sweden",
        "country_code": "SE",
        "value": 665.507615,
        "value_display": "665.5076 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
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          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:se:wikidata:Q109010",
        "label": "Solna, Sweden",
        "country_code": "SE",
        "value": 661.051657,
        "value_display": "661.0517 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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        "evidence": [
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        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:se:wikidata:Q501205",
        "label": "Sunne, Sweden",
        "country_code": "SE",
        "value": 658.52928,
        "value_display": "658.5293 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:be:nis5:35029",
        "label": "De Haan, Belgium",
        "country_code": "BE",
        "value": 658,
        "value_display": "658 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
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            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-05T00:00:00Z"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:fi:wikidata:Q1020050",
        "label": "Rovaniemi, Finland",
        "country_code": "FI",
        "value": 650,
        "value_display": "650 cars_per_1000_residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
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            "retrieved_at": "2026-06-12"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:dk:slug:ikast-brande",
        "label": "Ikast-Brande, Denmark",
        "country_code": "DK",
        "value": 648,
        "value_display": "648 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
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            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:se:wikidata:Q493815",
        "label": "Gällivare, Sweden",
        "country_code": "SE",
        "value": 639.159615,
        "value_display": "639.1596 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
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        "evidence": [
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            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:dk:slug:hedensted",
        "label": "Hedensted, Denmark",
        "country_code": "DK",
        "value": 620,
        "value_display": "620 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
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            "source_id": "dst_bil54_2026m01__dst_folk1a_2026k1",
            "url": "https://api.statbank.dk/v1/data",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:dk:slug:billund",
        "label": "Billund, Denmark",
        "country_code": "DK",
        "value": 612,
        "value_display": "612 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "dst_bil54_2026m01__dst_folk1a_2026k1"
        ],
        "evidence": [
          {
            "source_id": "dst_bil54_2026m01__dst_folk1a_2026k1",
            "url": "https://api.statbank.dk/v1/data",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:fi:wikidata:Q1020043",
        "label": "Seinäjoki, Finland",
        "country_code": "FI",
        "value": 610,
        "value_display": "610 cars_per_1000_residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "traficom_ajoneuvokanta"
        ],
        "evidence": [
          {
            "source_id": "traficom_ajoneuvokanta",
            "url": "https://www.traficom.fi/fi/tilastot/ajoneuvokanta",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-12"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:dk:slug:morso",
        "label": "Morsø, Denmark",
        "country_code": "DK",
        "value": 609,
        "value_display": "609 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "dst_bil54_2026m01__dst_folk1a_2026k1"
        ],
        "evidence": [
          {
            "source_id": "dst_bil54_2026m01__dst_folk1a_2026k1",
            "url": "https://api.statbank.dk/v1/data",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:dk:slug:gribskov",
        "label": "Gribskov, Denmark",
        "country_code": "DK",
        "value": 608,
        "value_display": "608 cars/1000 residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "dst_bil54_2026m01__dst_folk1a_2026k1"
        ],
        "evidence": [
          {
            "source_id": "dst_bil54_2026m01__dst_folk1a_2026k1",
            "url": "https://api.statbank.dk/v1/data",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-07-15"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:fi:wikidata:Q1020037",
        "label": "Joensuu, Finland",
        "country_code": "FI",
        "value": 600,
        "value_display": "600 cars_per_1000_residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "traficom_ajoneuvokanta"
        ],
        "evidence": [
          {
            "source_id": "traficom_ajoneuvokanta",
            "url": "https://www.traficom.fi/fi/tilastot/ajoneuvokanta",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-12"
          }
        ]
      },
      {
        "row_id": "cities-with-highest-car-density:city:fi:wikidata:Q38411",
        "label": "Pori, Finland",
        "country_code": "FI",
        "value": 590,
        "value_display": "590 cars_per_1000_residents",
        "status": "accepted",
        "metric_id": "car_density_per_1000",
        "source_quality": "verified",
        "source_ids": [
          "traficom_ajoneuvokanta"
        ],
        "evidence": [
          {
            "source_id": "traficom_ajoneuvokanta",
            "url": "https://www.traficom.fi/fi/tilastot/ajoneuvokanta",
            "locator": "car_density_per_1000; geographic grain: city",
            "retrieved_at": "2026-06-12"
          }
        ]
      }
    ],
    "claims": [],
    "source_ledger": [
      {
        "source_id": "kba_fz3_2026",
        "url": "https://www.kba.de/DE/Statistik/Produktkatalog/produkte/Fahrzeuge/fz3_b_uebersicht.html",
        "title": "Kraftfahrt-Bundesamt — FZ 3 vehicle stock by municipality",
        "publisher": "official authority",
        "source_quality": "verified",
        "last_checked": "2026-06-05T00:00:00Z"
      },
      {
        "source_id": "cbs_86165NED",
        "url": "https://opendata.cbs.nl/ODataApi/OData/86165NED/TypedDataSet?%24filter=startswith%28WijkenEnBuurten%2C%27GM%27%29&%24select=WijkenEnBuurten%2CGemeentenaam_1%2CSoortRegio_2%2CIndelingswijzigingGemeenteWijkBuurt_4%2CAantalInwoners_5%2CNederland_17%2CEuropaExclusiefNederland_18%2CBuitenEuropa_19%2CBevolkingsdichtheid_34%2CPersonenautoSTotaal_104%2COppervlakteTotaal_115%2COppervlakteLand_116%2COppervlakteWater_117",
        "title": "CBS Kerncijfers wijken en buurten 2025, municipality-grain passenger-car universe (Personenauto's totaal) divided by the same-table municipality population.",
        "publisher": "CBS",
        "source_quality": "verified",
        "last_checked": "2026-07-15"
      },
      {
        "source_id": "si_surs_2640010S",
        "url": "https://pxweb.stat.si/SiStatData/api/v1/en/Data/2640010S.px",
        "title": "SURS PxWeb table 2640010S",
        "publisher": "Statistical Office of the Republic of Slovenia (SURS)",
        "source_quality": "verified",
        "last_checked": "2026-07-14"
      },
      {
        "source_id": "scb_tk1001a_fordontrafik_2025",
        "url": "https://api.scb.se/OV0104/v1/doris/en/ssd/TK/TK1001/TK1001A/FordonTrafik",
        "title": "Official vehicles-in-use table: Fordonsslag=10 is passenger cars, stock at the last month of 2025; divided by official SCB population at 31 December 2025.",
        "publisher": "Transport Analysis via Statistics Sweden (SCB PxWeb API)",
        "source_quality": "verified",
        "last_checked": "2026-07-15"
      },
      {
        "source_id": "traficom_ajoneuvokanta",
        "url": "https://www.traficom.fi/fi/tilastot/ajoneuvokanta",
        "title": "traficom_ajoneuvokanta",
        "publisher": "Finland",
        "source_quality": "verified",
        "last_checked": "2026-06-12"
      },
      {
        "source_id": "dst_bil54_2026m01__dst_folk1a_2026k1",
        "url": "https://api.statbank.dk/v1/data",
        "title": "Derived stock density from DST BIL54 passenger-car stock and DST FOLK1A population. BIL54 is stock of passenger cars, not registrations, trips or ownership-only subset.",
        "publisher": "Danmarks Statistik (DST)",
        "source_quality": "verified",
        "last_checked": "2026-07-15"
      }
    ],
    "meaning_audit": [
      "Compare the displayed value, unit, source date and geographic grain together.",
      "A city label does not change a regional observation into a city measurement."
    ],
    "blockers": [],
    "counts": {
      "rows_total": 30,
      "rows_accepted": 30,
      "rows_blocked": 0,
      "accepted_items": 30,
      "blocked_items": 0
    }
  }
}