{
  "schema_version": "qaz.expert.region-analytics.v1",
  "generated_at": "2026-07-10T16:45:06.299Z",
  "as_of": "2026-07-08",
  "slug": "ult",
  "region_name_ru": "Улытауская область",
  "region_type": "oblast",
  "national_comparison": [
    {
      "key": "population",
      "label": "Население",
      "unit": "people",
      "value": 218169,
      "rank": 20,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 1028798.95,
      "median": 822133,
      "benchmark_value": 822133,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "absolute-size",
      "period": {
        "label_ru": "на 1 июня 2026 г.",
        "as_of": "2026-06-01",
        "source": "Бюро национальной статистики Республики Казахстан",
        "source_url": "https://stat.gov.kz/ru/region/?param=POPULATION"
      },
      "difference_from_average_pct": -78.8,
      "difference_from_median_pct": -73.5,
      "difference_from_benchmark_pct": -73.5
    },
    {
      "key": "grp_per_capita_thsd_kzt",
      "label": "ВРП на душу населения",
      "unit": "thsd_kzt",
      "value": 3090.2,
      "rank": 3,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 1686.45,
      "median": 1416.25,
      "benchmark_value": 1661.6,
      "benchmark_method": "official_published_national_aggregate",
      "official_national_value": 1661.6,
      "comparison_basis": "per-capita",
      "period": {
        "label_ru": "январь–март 2026 г.",
        "period_start": "2026-01-01",
        "period_end": "2026-03-31",
        "source": "Бюро национальной статистики Республики Казахстан",
        "source_url": "https://stat.gov.kz/ru/industries/economy/national-accounts/publications/347114/"
      },
      "difference_from_average_pct": 83.2,
      "difference_from_median_pct": 118.2,
      "difference_from_benchmark_pct": 86
    },
    {
      "key": "grp_trln_kzt",
      "label": "Объём ВРП",
      "unit": "trln_kzt",
      "value": 2.488,
      "rank": 19,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 6.46,
      "median": 4.99,
      "benchmark_value": 4.99,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "absolute-size",
      "period": null,
      "difference_from_average_pct": -61.5,
      "difference_from_median_pct": -50.2,
      "difference_from_benchmark_pct": -50.2
    },
    {
      "key": "avg_salary_thsd_kzt",
      "label": "Средняя зарплата",
      "unit": "thsd_kzt",
      "value": 655.995,
      "rank": 2,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 445.62,
      "median": 400.18,
      "benchmark_value": 461.49,
      "benchmark_method": "official_published_national_aggregate",
      "official_national_value": 461.49,
      "comparison_basis": "monetary-average",
      "period": {
        "label_ru": "I квартал 2026 г.",
        "period_start": "2026-01-01",
        "period_end": "2026-03-31",
        "source": "Бюро национальной статистики Республики Казахстан",
        "source_url": "https://stat.gov.kz/ru/industries/labor-and-income/stat-wags/publications/346486/"
      },
      "difference_from_average_pct": 47.2,
      "difference_from_median_pct": 63.9,
      "difference_from_benchmark_pct": 42.1
    },
    {
      "key": "unemployment_pct",
      "label": "Безработица",
      "unit": "percent",
      "value": 4.1,
      "rank": 2,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 4.57,
      "median": 4.6,
      "benchmark_value": 4.6,
      "benchmark_method": "official_published_national_aggregate",
      "official_national_value": 4.6,
      "comparison_basis": "rate",
      "period": {
        "label_ru": "I квартал 2026 г.",
        "period_start": "2026-01-01",
        "period_end": "2026-03-31",
        "source": "Бюро национальной статистики Республики Казахстан",
        "source_url": "https://stat.gov.kz/ru/industries/labor-and-income/stat-wags/publications/346486/"
      },
      "difference_from_average_pct": -10.2,
      "difference_from_median_pct": -10.9,
      "difference_from_benchmark_pct": -10.9
    },
    {
      "key": "urban_share",
      "label": "Доля городского населения",
      "unit": "percent",
      "value": 79.4,
      "rank": 5,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 61.06,
      "median": 55.85,
      "benchmark_value": 55.85,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "rate",
      "period": null,
      "difference_from_average_pct": 30,
      "difference_from_median_pct": 42.2,
      "difference_from_benchmark_pct": 42.2
    },
    {
      "key": "internet_pct",
      "label": "Доступ к интернету",
      "unit": "percent",
      "value": 97.7,
      "rank": 6,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 94.28,
      "median": 95.05,
      "benchmark_value": 95.05,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "rate",
      "period": null,
      "difference_from_average_pct": 3.6,
      "difference_from_median_pct": 2.8,
      "difference_from_benchmark_pct": 2.8
    },
    {
      "key": "hdi",
      "label": "Индекс человеческого развития",
      "unit": "index",
      "value": 0.76,
      "rank": 12,
      "rank_method": "competition",
      "tied_count": 4,
      "compared_count": 20,
      "average": 0.78,
      "median": 0.78,
      "benchmark_value": 0.78,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "index",
      "period": null,
      "difference_from_average_pct": null,
      "difference_from_median_pct": null,
      "difference_from_benchmark_pct": null
    },
    {
      "key": "migration_saldo",
      "label": "Сальдо миграции",
      "unit": "people",
      "value": -3991,
      "rank": 8,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 807.65,
      "median": -4669,
      "benchmark_value": -4669,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "net-flow",
      "period": null,
      "difference_from_average_pct": null,
      "difference_from_median_pct": null,
      "difference_from_benchmark_pct": null
    },
    {
      "key": "schools",
      "label": "Школы",
      "unit": "count",
      "value": 102,
      "rank": 20,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 318.85,
      "median": 299,
      "benchmark_value": 299,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "absolute-size",
      "period": null,
      "difference_from_average_pct": -68,
      "difference_from_median_pct": -65.9,
      "difference_from_benchmark_pct": -65.9
    },
    {
      "key": "hospitals",
      "label": "Больницы",
      "unit": "count",
      "value": 12,
      "rank": 20,
      "rank_method": "competition",
      "tied_count": 1,
      "compared_count": 20,
      "average": 41.65,
      "median": 33.5,
      "benchmark_value": 33.5,
      "benchmark_method": "median_of_published_regions",
      "official_national_value": null,
      "comparison_basis": "absolute-size",
      "period": null,
      "difference_from_average_pct": -71.2,
      "difference_from_median_pct": -64.2,
      "difference_from_benchmark_pct": -64.2
    }
  ],
  "peer_comparison": {
    "peer_type": "oblast",
    "peer_count": 17,
    "metrics": [
      {
        "key": "population",
        "label": "Население",
        "unit": "people",
        "value": 218169,
        "rank": 17,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 895684.41,
        "median": 792323,
        "benchmark_value": 792323,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "absolute-size",
        "period": {
          "label_ru": "на 1 июня 2026 г.",
          "as_of": "2026-06-01",
          "source": "Бюро национальной статистики Республики Казахстан",
          "source_url": "https://stat.gov.kz/ru/region/?param=POPULATION"
        },
        "difference_from_average_pct": -75.6,
        "difference_from_median_pct": -72.5,
        "difference_from_benchmark_pct": -72.5
      },
      {
        "key": "grp_per_capita_thsd_kzt",
        "label": "ВРП на душу населения",
        "unit": "thsd_kzt",
        "value": 3090.2,
        "rank": 2,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 1582.93,
        "median": 1410.3,
        "benchmark_value": 1661.6,
        "benchmark_method": "official_published_national_aggregate",
        "official_national_value": 1661.6,
        "comparison_basis": "per-capita",
        "period": {
          "label_ru": "январь–март 2026 г.",
          "period_start": "2026-01-01",
          "period_end": "2026-03-31",
          "source": "Бюро национальной статистики Республики Казахстан",
          "source_url": "https://stat.gov.kz/ru/industries/economy/national-accounts/publications/347114/"
        },
        "difference_from_average_pct": 95.2,
        "difference_from_median_pct": 119.1,
        "difference_from_benchmark_pct": 86
      },
      {
        "key": "grp_trln_kzt",
        "label": "Объём ВРП",
        "unit": "trln_kzt",
        "value": 2.488,
        "rank": 16,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 5.02,
        "median": 4.72,
        "benchmark_value": 4.72,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "absolute-size",
        "period": null,
        "difference_from_average_pct": -50.4,
        "difference_from_median_pct": -47.3,
        "difference_from_benchmark_pct": -47.3
      },
      {
        "key": "avg_salary_thsd_kzt",
        "label": "Средняя зарплата",
        "unit": "thsd_kzt",
        "value": 655.995,
        "rank": 2,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 434.01,
        "median": 394.94,
        "benchmark_value": 461.49,
        "benchmark_method": "official_published_national_aggregate",
        "official_national_value": 461.49,
        "comparison_basis": "monetary-average",
        "period": {
          "label_ru": "I квартал 2026 г.",
          "period_start": "2026-01-01",
          "period_end": "2026-03-31",
          "source": "Бюро национальной статистики Республики Казахстан",
          "source_url": "https://stat.gov.kz/ru/industries/labor-and-income/stat-wags/publications/346486/"
        },
        "difference_from_average_pct": 51.1,
        "difference_from_median_pct": 66.1,
        "difference_from_benchmark_pct": 42.1
      },
      {
        "key": "unemployment_pct",
        "label": "Безработица",
        "unit": "percent",
        "value": 4.1,
        "rank": 2,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 4.59,
        "median": 4.6,
        "benchmark_value": 4.6,
        "benchmark_method": "official_published_national_aggregate",
        "official_national_value": 4.6,
        "comparison_basis": "rate",
        "period": {
          "label_ru": "I квартал 2026 г.",
          "period_start": "2026-01-01",
          "period_end": "2026-03-31",
          "source": "Бюро национальной статистики Республики Казахстан",
          "source_url": "https://stat.gov.kz/ru/industries/labor-and-income/stat-wags/publications/346486/"
        },
        "difference_from_average_pct": -10.6,
        "difference_from_median_pct": -10.9,
        "difference_from_benchmark_pct": -10.9
      },
      {
        "key": "urban_share",
        "label": "Доля городского населения",
        "unit": "percent",
        "value": 79.4,
        "rank": 2,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 54.19,
        "median": 53.3,
        "benchmark_value": 53.3,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "rate",
        "period": null,
        "difference_from_average_pct": 46.5,
        "difference_from_median_pct": 49,
        "difference_from_benchmark_pct": 49
      },
      {
        "key": "internet_pct",
        "label": "Доступ к интернету",
        "unit": "percent",
        "value": 97.7,
        "rank": 5,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 94.25,
        "median": 94,
        "benchmark_value": 94,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "rate",
        "period": null,
        "difference_from_average_pct": 3.7,
        "difference_from_median_pct": 3.9,
        "difference_from_benchmark_pct": 3.9
      },
      {
        "key": "hdi",
        "label": "Индекс человеческого развития",
        "unit": "index",
        "value": 0.76,
        "rank": 10,
        "rank_method": "competition",
        "tied_count": 4,
        "compared_count": 17,
        "average": 0.77,
        "median": 0.77,
        "benchmark_value": 0.77,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "index",
        "period": null,
        "difference_from_average_pct": null,
        "difference_from_median_pct": null,
        "difference_from_benchmark_pct": null
      },
      {
        "key": "migration_saldo",
        "label": "Сальдо миграции",
        "unit": "people",
        "value": -3991,
        "rank": 5,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": -7350.76,
        "median": -5030,
        "benchmark_value": -5030,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "net-flow",
        "period": null,
        "difference_from_average_pct": null,
        "difference_from_median_pct": null,
        "difference_from_benchmark_pct": null
      },
      {
        "key": "schools",
        "label": "Школы",
        "unit": "count",
        "value": 102,
        "rank": 17,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 340.35,
        "median": 318,
        "benchmark_value": 318,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "absolute-size",
        "period": null,
        "difference_from_average_pct": -70,
        "difference_from_median_pct": -67.9,
        "difference_from_benchmark_pct": -67.9
      },
      {
        "key": "hospitals",
        "label": "Больницы",
        "unit": "count",
        "value": 12,
        "rank": 17,
        "rank_method": "competition",
        "tied_count": 1,
        "compared_count": 17,
        "average": 35.18,
        "median": 33,
        "benchmark_value": 33,
        "benchmark_method": "median_of_published_regions",
        "official_national_value": null,
        "comparison_basis": "absolute-size",
        "period": null,
        "difference_from_average_pct": -65.9,
        "difference_from_median_pct": -63.6,
        "difference_from_benchmark_pct": -63.6
      }
    ]
  },
  "administrative_coverage": {
    "published_count": 5,
    "directory_count": 5,
    "units": [
      {
        "name_ru": "Жезказган",
        "source_name": "Zhezkazgan"
      },
      {
        "name_ru": "Каражал",
        "source_name": "Karazhal"
      },
      {
        "name_ru": "Сатпаэв",
        "source_name": "Satpaev"
      },
      {
        "name_ru": "Жанаарка",
        "source_name": "Zhanaarka"
      },
      {
        "name_ru": "Улытау",
        "source_name": "Ulytau"
      }
    ],
    "geometry_status": "Районные границы ADM2 пока не опубликованы в QazGeo; карта не имитирует их областной геометрией."
  },
  "map": {
    "boundary_geojson": "/data/geo/regions/ulytau.geojson",
    "locality_count": 5,
    "localities": [
      {
        "name_ru": "Жезказган",
        "name_kz": "Жезқазған",
        "name_en": "Zhezkazgan",
        "center": [
          47.7939,
          67.7097
        ],
        "population": 90661,
        "locality_type": "город или населённый пункт",
        "is_regional_center": true,
        "administrative_context": {
          "region_code": "KZ-ULY",
          "status": "geometry-contained",
          "identity_claim": "scoped-reference"
        }
      },
      {
        "name_ru": "Сатпаев",
        "name_kz": "Сәтпаев",
        "name_en": "Satpaev",
        "center": [
          47.9061,
          67.5383
        ],
        "population": 68000,
        "locality_type": "город или населённый пункт",
        "is_regional_center": false,
        "administrative_context": {
          "region_code": "KZ-ULY",
          "status": "geometry-contained",
          "identity_claim": "scoped-reference"
        }
      },
      {
        "name_ru": "Каражал",
        "name_kz": "Қаражал",
        "name_en": "Karazhal",
        "center": [
          48.0328,
          70.7944
        ],
        "population": 22170,
        "locality_type": "малый город или посёлок",
        "is_regional_center": false,
        "administrative_context": {
          "region_code": "KZ-ULY",
          "status": "geometry-contained",
          "identity_claim": "scoped-reference"
        }
      },
      {
        "name_ru": "Атасу",
        "name_kz": "Atasū",
        "name_en": "Atasū",
        "center": [
          48.6903,
          71.6499
        ],
        "population": 19616,
        "locality_type": "город или населённый пункт",
        "is_regional_center": false,
        "administrative_context": {
          "region_code": "KZ-ULY",
          "status": "geometry-contained",
          "identity_claim": "scoped-reference"
        }
      },
      {
        "name_ru": "Улытау",
        "name_kz": "Ulytaū",
        "name_en": "Ulytaū",
        "center": [
          48.655,
          67.0059
        ],
        "population": null,
        "locality_type": "город или населённый пункт",
        "is_regional_center": false,
        "administrative_context": {
          "region_code": "KZ-ULY",
          "status": "geometry-contained",
          "identity_claim": "scoped-reference"
        }
      }
    ],
    "source_label": "QazGeo: принадлежность по попаданию координаты в актуальную границу ADM1"
  },
  "provenance": {
    "comparison_source": "data/region-overview.json",
    "locality_source": "QazGeo public GIS registry",
    "locality_resolution": "Основной метод – point-in-polygon по публичным границам ADM1. Если точка выпадает из упрощённой геометрии, но запись находится внутри явного регионального раздела QazGeo, публикуется scoped-reference с пометкой source-declared-region.",
    "administrative_source": "MapRegion district rollup",
    "publication_boundary": "Только агрегаты, названия, координаты и публичная геометрия; соседние населённые пункты не публикуются как административная часть городов республиканского значения."
  },
  "methodology": {
    "rank_method": "competition",
    "benchmark_method": "official_national_aggregate_when_published_else_regional_median",
    "benchmark_note": "Равные значения делят одно место. Для сопоставимых показателей используется опубликованный БНС страновой итог; при его отсутствии – медиана регионов, которая не выдаётся за национальный агрегат.",
    "rate_aggregation_note": "Проценты не усредняются как национальный показатель без исходных числителей и знаменателей.",
    "size_effect_note": "Абсолютные значения зависят от размера региона; для сопоставимости используйте также показатели на душу населения и сравнение среди регионов одного типа.",
    "composite_index": false
  }
}
