{
  "snapshot_id": "approved-static-bb6d69cd3c074ae2",
  "schema_version": "immigrationdb-report-dataset-v1",
  "generated_at": "2026-08-04",
  "report": {
    "schema_version": "immigrationdb-generated-report-v1",
    "canonical_slug": "cities-with-the-hottest-summers",
    "canonical_path": "/reports/cities-with-the-hottest-summers/",
    "title": "Cities with the hottest summers",
    "question": "Cities with the hottest summers",
    "short_answer": "Riyadh, Saudi Arabia is first in the current published ranking at 43.9 °C; compare its source date and geographic grain before using the result.",
    "summary": "The warmest month of each city's published monthly normals, ranked hottest first. This is an average daytime high for that month, not an all-time record temperature.",
    "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-the-hottest-summers-v1",
    "methodology": {
      "summary": "Every row is a published  observation measured in °C, ranked highest first. The values were observed between 1991 and 2020. A place appears only when it publishes this exact metric, so an absent place means missing data rather than a low value.",
      "formula": " 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": "2026-08-01",
      "status": "generated_from_current_reusable_facts",
      "field_dates_visible": true
    },
    "rows": [
      {
        "row_id": "cities-with-the-hottest-summers:city:sa:wikidata:Q3692",
        "label": "Riyadh, Saudi Arabia",
        "canonical_path": "/cities/sa/riyadh/",
        "country_code": "SA",
        "value": 43.9,
        "value_display": "43.9 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-87a5ad6298bc"
        ],
        "evidence": [
          {
            "source_id": "source-87a5ad6298bc",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-2-WMO-Normals-9120/SaudiArabia/CSV/RiyadhNew_40437.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-26"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:ae:wikidata:Q1519",
        "label": "Abu Dhabi, United Arab Emirates",
        "canonical_path": "/cities/ae/abu-dhabi/",
        "country_code": "AE",
        "value": 43.4,
        "value_display": "43.4 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-ab6f3f7611e5"
        ],
        "evidence": [
          {
            "source_id": "source-ab6f3f7611e5",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-2-WMO-Normals-9120/UAE/CSV/AbuDhabiIntlAirport_41217.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-26"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:us-place-0404720",
        "label": "Avondale, United States",
        "canonical_path": "/cities/us/avondale/",
        "country_code": "US",
        "value": 41.9,
        "value_display": "41.9 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-3cace2bb3664"
        ],
        "evidence": [
          {
            "source_id": "source-3cace2bb3664",
            "url": "https://www.ncei.noaa.gov/data/normals-monthly/1991-2020/access/USC00024829.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-29"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:us-place-0428380",
        "label": "Goodyear, United States",
        "canonical_path": "/cities/us/goodyear/",
        "country_code": "US",
        "value": 41.9,
        "value_display": "41.9 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-3cace2bb3664"
        ],
        "evidence": [
          {
            "source_id": "source-3cace2bb3664",
            "url": "https://www.ncei.noaa.gov/data/normals-monthly/1991-2020/access/USC00024829.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-29"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:us-place-0485540",
        "label": "Yuma, United States",
        "canonical_path": "/cities/us/yuma/",
        "country_code": "US",
        "value": 41.5,
        "value_display": "41.5 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-5a8250e43a76"
        ],
        "evidence": [
          {
            "source_id": "source-5a8250e43a76",
            "url": "https://www.ncei.noaa.gov/data/normals-monthly/1991-2020/access/USW00003145.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-29"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:us-place-0407940",
        "label": "Buckeye, United States",
        "canonical_path": "/cities/us/buckeye/",
        "country_code": "US",
        "value": 41.4,
        "value_display": "41.4 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-4000e57b9ebb"
        ],
        "evidence": [
          {
            "source_id": "source-4000e57b9ebb",
            "url": "https://www.ncei.noaa.gov/data/normals-monthly/1991-2020/access/USC00024977.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-29"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:us-place-0446000",
        "label": "Mesa, United States",
        "canonical_path": "/cities/us/mesa/",
        "country_code": "US",
        "value": 41.1,
        "value_display": "41.1 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-117f9ef9ee50"
        ],
        "evidence": [
          {
            "source_id": "source-117f9ef9ee50",
            "url": "https://www.ncei.noaa.gov/data/normals-monthly/1991-2020/access/USC00022782.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-29"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:au:abs_sua:3012",
        "label": "Mount Isa, Australia",
        "canonical_path": "/cities/au/mount-isa/",
        "country_code": "AU",
        "value": 37.4,
        "value_display": "37.4 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "task-631-round2-2026-07-31:source:9994eb16ac2962649846cf1458c3fef1"
        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:9994eb16ac2962649846cf1458c3fef1",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-5-WMO-Normals-9120/Australia/CSV/MountIsaAero_94332.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:au:abs_sua:7001",
        "label": "Alice Springs, Australia",
        "canonical_path": "/cities/au/alice-springs/",
        "country_code": "AU",
        "value": 37.2,
        "value_display": "37.2 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "task-631-round2-2026-07-31:source:70e9947a649a8d965ca807cb3ccd7b9c"
        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:70e9947a649a8d965ca807cb3ccd7b9c",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-5-WMO-Normals-9120/Australia/CSV/AliceSpringsAirport_94326.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:es:wikidata:Q5818",
        "label": "Córdoba, Spain",
        "canonical_path": "/cities/es/cordoba/",
        "country_code": "ES",
        "value": 37.1,
        "value_display": "37.1 °C",
        "unit": "°c",
        "geographic_grain": "city",
        "observation_period": "2020-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "source-a700ca2be3bf"
        ],
        "evidence": [
          {
            "source_id": "source-a700ca2be3bf",
            "url": "https://www.aemet.es/documentos/es/datos_abiertos/Estadisticas/Estadisticas_meteorofenologicas/evmf_estadistica_anual_2023.zip",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: city",
            "retrieved_at": "2026-07-27"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:au:abs_sua:5010",
        "label": "Port Hedland, Australia",
        "canonical_path": "/cities/au/port-hedland/",
        "country_code": "AU",
        "value": 37,
        "value_display": "37 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "task-631-round2-2026-07-31:source:06463283cfea30ecc26376001a7608ef"
        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:06463283cfea30ecc26376001a7608ef",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-5-WMO-Normals-9120/Australia/CSV/PortHedlandAirport_94312.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:es:wikidata:Q749022",
        "label": "Carlota, La, Spain",
        "canonical_path": "/cities/es/carlota-la/",
        "country_code": "ES",
        "value": 36.9,
        "value_display": "36.9 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:10a25a9b6f1c33f0ea9399d5971c7daf",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-6-WMO-Normals-9120/Spain/CSV/CORDOBAAEROPUERTO_8410.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:es:wikidata:Q1617311",
        "label": "Fernán-Núñez, Spain",
        "canonical_path": "/cities/es/fernan-nunez/",
        "country_code": "ES",
        "value": 36.9,
        "value_display": "36.9 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:10a25a9b6f1c33f0ea9399d5971c7daf",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-6-WMO-Normals-9120/Spain/CSV/CORDOBAAEROPUERTO_8410.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:es:wikidata:Q550974",
        "label": "Atarfe, Spain",
        "canonical_path": "/cities/es/atarfe/",
        "country_code": "ES",
        "value": 36.4,
        "value_display": "36.4 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:4da7c774d945415b0c0d000b6f3ec565",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-6-WMO-Normals-9120/Spain/CSV/GRANADAAEROPUERTO_8419.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:es:wikidata:Q911103",
        "label": "Huétor Tájar, Spain",
        "canonical_path": "/cities/es/huetor-tajar/",
        "country_code": "ES",
        "value": 36.4,
        "value_display": "36.4 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "task-631-round2-2026-07-31:source:4da7c774d945415b0c0d000b6f3ec565"
        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:4da7c774d945415b0c0d000b6f3ec565",
            "url": "https://www.ncei.noaa.gov/data/oceans/archive/arc0216/0253808/1.1/data/0-data/Region-6-WMO-Normals-9120/Spain/CSV/GRANADAAEROPUERTO_8419.csv",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
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        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:pt:wikidata:Q368867",
        "label": "Barrancos, Portugal",
        "canonical_path": "/cities/pt/barrancos/",
        "country_code": "PT",
        "value": 35.6,
        "value_display": "35.6 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:c61317379d890dcf4f3de632c8a2a2ba",
            "url": "https://www.ipma.pt/bin/file.data/climate-normal/cn_91-20_AMARELEJA.pdf",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
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        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:pt:wikidata:Q551662",
        "label": "Moura, Portugal",
        "canonical_path": "/cities/pt/moura/",
        "country_code": "PT",
        "value": 35.6,
        "value_display": "35.6 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "task-631-round2-2026-07-31:source:c61317379d890dcf4f3de632c8a2a2ba",
            "url": "https://www.ipma.pt/bin/file.data/climate-normal/cn_91-20_AMARELEJA.pdf",
            "locator": "climate_warmest_month_high_c_derived; geographic grain: nearest_station",
            "retrieved_at": "2026-07-31"
          }
        ]
      },
      {
        "row_id": "cities-with-the-hottest-summers:city:pt:wikidata:Q1005121",
        "label": "Mourão, Portugal",
        "canonical_path": "/cities/pt/mourao/",
        "country_code": "PT",
        "value": 35.6,
        "value_display": "35.6 °C",
        "unit": "°c",
        "geographic_grain": "nearest_station",
        "observation_period": "1991-12-31",
        "derivation": "Warmest of the twelve published monthly values of climate_monthly_high_c",
        "status": "accepted",
        "metric_id": "climate_warmest_month_high_c_derived",
        "source_quality": "verified",
        "source_ids": [
          "task-631-round2-2026-07-31:source:c61317379d890dcf4f3de632c8a2a2ba"
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        "evidence": [
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}
