{
  "snapshot_id": "approved-static-99827d02fde8c07a",
  "schema_version": "immigrationdb-report-dataset-v1",
  "generated_at": "2026-07-16",
  "report": {
    "schema_version": "immigrationdb-generated-report-v1",
    "canonical_slug": "major-cities-hottest-modelled-july",
    "canonical_path": "/reports/major-cities-hottest-modelled-july/",
    "title": "Major cities with the hottest modelled July mean",
    "question": "Major cities with the hottest modelled July mean",
    "short_answer": "Valencia, Spain is first in the current published ranking at 26.2 °C; compare its source date and geographic grain before using the result.",
    "summary": "The same NASA POWER 2001–2020 coordinate-grid layer ranked by July mean temperature, with period and grid scope shown for every city.",
    "report_type": "data_driven_report",
    "scope": "multi-country city-coordinate grid",
    "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-major-cities-hottest-modelled-july-v1",
    "methodology": {
      "summary": "Use the compatible published metric climate_grid_july_mean_c, keep one machine-readable unit family with direct source URLs, and sort descending.",
      "formula": "climate_grid_july_mean_c desc",
      "assumptions": [
        "Source definitions, geographic grain and observation period remain visible for every row."
      ],
      "exclusions": [
        "Supplemental sources, null values, incompatible units and rows without direct source URLs are excluded."
      ],
      "source_policy": "Verified sources with direct URL and visible scope"
    },
    "freshness": {
      "last_checked": "2026-07-16T06:53:07.287Z",
      "status": "generated_from_current_reusable_facts",
      "field_dates_visible": true
    },
    "rows": [
      {
        "row_id": "major-cities-hottest-modelled-july:city:es:slug:valencia",
        "label": "Valencia, Spain",
        "country_code": "ES",
        "value": 26.2,
        "value_display": "26.2 °C",
        "unit": "°c",
        "geographic_grain": "city_coordinate_grid",
        "observation_period": "2001-2020",
        "derivation": "identity",
        "status": "accepted",
        "metric_id": "climate_grid_july_mean_c",
        "source_quality": "verified",
        "source_ids": [
          "nasa_power_climatology_2001_2020"
        ],
        "evidence": [
          {
            "source_id": "nasa_power_climatology_2001_2020",
            "url": "https://power.larc.nasa.gov/api/temporal/climatology/point?community=RE&parameters=T2M%2CT2M_MAX%2CT2M_MIN%2CPRECTOTCORR%2CALLSKY_SFC_SW_DWN&longitude=-0.379660&latitude=39.473910&format=JSON",
            "locator": "climate_grid_july_mean_c; geographic grain: city_coordinate_grid",
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          }
        ]
      },
      {
        "row_id": "major-cities-hottest-modelled-july:city:jp:jis:231002",
        "label": "名古屋市, Japan",
        "country_code": "JP",
        "value": 25.97,
        "value_display": "25.97 °C",
        "unit": "°c",
        "geographic_grain": "city_coordinate_grid",
        "observation_period": "2001-2020",
        "derivation": "identity",
        "status": "accepted",
        "metric_id": "climate_grid_july_mean_c",
        "source_quality": "verified",
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          "nasa_power_climatology_2001_2020"
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          {
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      },
      {
        "row_id": "major-cities-hottest-modelled-july:city:es:slug:madrid",
        "label": "Madrid, Spain",
        "country_code": "ES",
        "value": 25.31,
        "value_display": "25.31 °C",
        "unit": "°c",
        "geographic_grain": "city_coordinate_grid",
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      },
      {
        "row_id": "major-cities-hottest-modelled-july:city:jp:jis:271004",
        "label": "大阪市, Japan",
        "country_code": "JP",
        "value": 25.1,
        "value_display": "25.1 °C",
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        "geographic_grain": "city_coordinate_grid",
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      },
      {
        "row_id": "major-cities-hottest-modelled-july:city:fr:insee5:30189",
        "label": "Nîmes, France",
        "country_code": "FR",
        "value": 25.05,
        "value_display": "25.05 °C",
        "unit": "°c",
        "geographic_grain": "city_coordinate_grid",
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      },
      {
        "row_id": "major-cities-hottest-modelled-july:city:ro:wikidata:Q19660",
        "label": "Bucharest, Romania",
        "country_code": "RO",
        "value": 25.01,
        "value_display": "25.01 °C",
        "unit": "°c",
        "geographic_grain": "city_coordinate_grid",
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      },
      {
        "row_id": "major-cities-hottest-modelled-july:city:jp:jis:141003",
        "label": "横浜市, Japan",
        "country_code": "JP",
        "value": 24.71,
        "value_display": "24.71 °C",
        "unit": "°c",
        "geographic_grain": "city_coordinate_grid",
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        "status": "accepted",
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      },
      {
        "row_id": "major-cities-hottest-modelled-july:city:es:slug:barcelona",
        "label": "Barcelona, Spain",
        "country_code": "ES",
        "value": 24.67,
        "value_display": "24.67 °C",
        "unit": "°c",
        "geographic_grain": "city_coordinate_grid",
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      {
        "row_id": "major-cities-hottest-modelled-july:city:bg:wikidata:Q188291",
        "label": "Varna, Bulgaria",
        "country_code": "BG",
        "value": 24.26,
        "value_display": "24.26 °C",
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        "row_id": "major-cities-hottest-modelled-july:city:bg:wikidata:Q459",
        "label": "Plovdiv, Bulgaria",
        "country_code": "BG",
        "value": 24.12,
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      {
        "row_id": "major-cities-hottest-modelled-july:city:it:istat6:015146",
        "label": "Milano, Italy",
        "country_code": "IT",
        "value": 24.07,
        "value_display": "24.07 °C",
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      {
        "row_id": "major-cities-hottest-modelled-july:us-place-3651000",
        "label": "New York, United States",
        "country_code": "US",
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        "value_display": "23.71 °C",
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        "label": "Los Angeles, United States",
        "country_code": "US",
        "value": 23.41,
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        "label": "Genova, Italy",
        "country_code": "IT",
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        "row_id": "major-cities-hottest-modelled-july:city:ro:wikidata:Q61442",
        "label": "Iași, Romania",
        "country_code": "RO",
        "value": 23,
        "value_display": "23 °C",
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        "label": "Chicago, United States",
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        "country_code": "IT",
        "value": 21.83,
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        "label": "Montreal, Canada",
        "country_code": "CA",
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      {
        "row_id": "major-cities-hottest-modelled-july:city:ca:wikidata:Q172",
        "label": "Toronto, Canada",
        "country_code": "CA",
        "value": 21.66,
        "value_display": "21.66 °C",
        "unit": "°c",
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