{
  "analyzed_at": "2026-08-31",
  "sources": [
    {
      "table": "第１表　居住世帯の有無(8区分)別住宅数及び住宅以外で人が居住する建物数―全国、都道府県、市区町村",
      "url": "https://www.e-stat.go.jp/stat-search/file-download?statInfId=000040353925&fileKind=4",
      "path": "data/public-analysis/source-snapshots/20260831-research/原表_主要統計表_居住世帯の有無.xlsx",
      "bytes": 214605,
      "sha256": "dca89abe1d7d1434fc04c86a51a3a8ceddc2103bcc816fff80d2968156d893af",
      "retrieved_at": "2026-08-31"
    },
    {
      "table": "第5表 都道府県別・用途別対前年平均変動率",
      "url": "https://www.mlit.go.jp/tochi_fudousan_kensetsugyo/content/001986180.xlsx",
      "path": "data/public-analysis/source-snapshots/mlit-2026-table-5.xlsx",
      "bytes": 25732,
      "sha256": "750807356fafbf0672d86bc64da9e7452e3968c137e129b24900eb35d34d1532",
      "retrieved_at": "2026-08-31"
    }
  ],
  "source_csv_sha256": "2140f678270b14e7740002810670410de56a61a30fabfe61505f2e9a256d07b0",
  "methods": [
    "openpyxl",
    "pandas",
    "polars",
    "duckdb",
    "numpy",
    "matplotlib",
    "scipy",
    "seaborn"
  ],
  "reference": "住宅2023-10-01確報・住宅地価2026年公示",
  "unit": "住宅数・戸／総住宅に対する割合・％／地価変動率・％",
  "transformations": [
    "空き家率 = 空き家総数 ÷ 総住宅数 × 100。除く率 = 賃貸・売却用及び二次的住宅を除く空き家 ÷ 総住宅数 × 100",
    "原表の整数から小数第1位へ直接四捨五入。率順位は表示精度の同率を保持した競争順位",
    "全国行を除外し都道府県名を正規化して47県を一対一結合。全県等重み",
    "Spearmanは同値の平均順位で計算。東京都除外、47通りの1県除外、1桁丸めも再計算"
  ],
  "crosscheck": {
    "pandas_rows": 47,
    "polars_rows": 47,
    "duckdb_rows": 47,
    "sum_field": "vacantTotal",
    "sum_value": 9001700,
    "status": "ok"
  },
  "sensitivity": {
    "max_abs_rounding_residual": 200,
    "national_components_residual": 100,
    "largest_rounding_only_rate_width_pp": 0.04181607793313269,
    "median_prefecture_excluded_rate": 7.826680313886046,
    "excluded_rate_quartiles": [
      6.17970531765303,
      9.64867962513205
    ]
  },
  "extended_findings": {
    "rows": [
      {
        "code": "00000",
        "region": "全国",
        "total_dwellings": 65046700,
        "vacant_total": 9001600,
        "rounding_residual": 100,
        "vacantForRent": 4435800,
        "vacantForRent_share_pct": 49.27790615001778,
        "vacantForRent_all_dwellings_pct": 6.819408209793886,
        "vacantForSale": 326200,
        "vacantForSale_share_pct": 3.623800213295414,
        "vacantForSale_all_dwellings_pct": 0.5014858555468609,
        "secondDwellings": 383500,
        "secondDwellings_share_pct": 4.26035371489513,
        "secondDwellings_all_dwellings_pct": 0.5895764120239766,
        "vacantExcludingRentSaleSecond": 3856000,
        "vacantExcludingRentSaleSecond_share_pct": 42.83682900817632,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 5.928048617377976
      },
      {
        "code": "01000",
        "region": "北海道",
        "total_dwellings": 2888500,
        "vacant_total": 451900,
        "rounding_residual": -100,
        "vacantForRent": 258700,
        "vacantForRent_share_pct": 57.24717857933172,
        "vacantForRent_all_dwellings_pct": 8.956205643067335,
        "vacantForSale": 19600,
        "vacantForSale_share_pct": 4.337242752821421,
        "vacantForSale_all_dwellings_pct": 0.6785528821187468,
        "secondDwellings": 10700,
        "secondDwellings_share_pct": 2.3677804824076123,
        "secondDwellings_all_dwellings_pct": 0.37043448156482606,
        "vacantExcludingRentSaleSecond": 163000,
        "vacantExcludingRentSaleSecond_share_pct": 36.069926974994466,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 5.643067335987537
      },
      {
        "code": "02000",
        "region": "青森県",
        "total_dwellings": 590300,
        "vacant_total": 98800,
        "rounding_residual": 0,
        "vacantForRent": 39900,
        "vacantForRent_share_pct": 40.38461538461539,
        "vacantForRent_all_dwellings_pct": 6.75927494494325,
        "vacantForSale": 2200,
        "vacantForSale_share_pct": 2.2267206477732793,
        "vacantForSale_all_dwellings_pct": 0.3726918516008809,
        "secondDwellings": 1700,
        "secondDwellings_share_pct": 1.7206477732793521,
        "secondDwellings_all_dwellings_pct": 0.2879891580552262,
        "vacantExcludingRentSaleSecond": 55000,
        "vacantExcludingRentSaleSecond_share_pct": 55.66801619433198,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.317296290022023
      },
      {
        "code": "03000",
        "region": "岩手県",
        "total_dwellings": 579400,
        "vacant_total": 100400,
        "rounding_residual": 0,
        "vacantForRent": 41100,
        "vacantForRent_share_pct": 40.93625498007968,
        "vacantForRent_all_dwellings_pct": 7.093545046599931,
        "vacantForSale": 2000,
        "vacantForSale_share_pct": 1.9920318725099602,
        "vacantForSale_all_dwellings_pct": 0.3451846738004833,
        "secondDwellings": 3200,
        "secondDwellings_share_pct": 3.187250996015936,
        "secondDwellings_all_dwellings_pct": 0.5522954780807732,
        "vacantExcludingRentSaleSecond": 54100,
        "vacantExcludingRentSaleSecond_share_pct": 53.884462151394416,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.337245426303072
      },
      {
        "code": "04000",
        "region": "宮城県",
        "total_dwellings": 1129200,
        "vacant_total": 140300,
        "rounding_residual": 0,
        "vacantForRent": 80200,
        "vacantForRent_share_pct": 57.1632216678546,
        "vacantForRent_all_dwellings_pct": 7.10237336167198,
        "vacantForSale": 6500,
        "vacantForSale_share_pct": 4.632929436920883,
        "vacantForSale_all_dwellings_pct": 0.575628763726532,
        "secondDwellings": 1600,
        "secondDwellings_share_pct": 1.1404133998574484,
        "secondDwellings_all_dwellings_pct": 0.14169323414806942,
        "vacantExcludingRentSaleSecond": 52000,
        "vacantExcludingRentSaleSecond_share_pct": 37.06343549536707,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 4.605030109812256
      },
      {
        "code": "05000",
        "region": "秋田県",
        "total_dwellings": 440600,
        "vacant_total": 69500,
        "rounding_residual": 0,
        "vacantForRent": 23600,
        "vacantForRent_share_pct": 33.9568345323741,
        "vacantForRent_all_dwellings_pct": 5.356332274171584,
        "vacantForSale": 1000,
        "vacantForSale_share_pct": 1.4388489208633095,
        "vacantForSale_all_dwellings_pct": 0.22696323195642307,
        "secondDwellings": 1000,
        "secondDwellings_share_pct": 1.4388489208633095,
        "secondDwellings_all_dwellings_pct": 0.22696323195642307,
        "vacantExcludingRentSaleSecond": 43900,
        "vacantExcludingRentSaleSecond_share_pct": 63.16546762589928,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.963685882886972
      },
      {
        "code": "06000",
        "region": "山形県",
        "total_dwellings": 455400,
        "vacant_total": 61700,
        "rounding_residual": 100,
        "vacantForRent": 22200,
        "vacantForRent_share_pct": 35.980551053484604,
        "vacantForRent_all_dwellings_pct": 4.874835309617918,
        "vacantForSale": 1900,
        "vacantForSale_share_pct": 3.079416531604538,
        "vacantForSale_all_dwellings_pct": 0.417215634606939,
        "secondDwellings": 1600,
        "secondDwellings_share_pct": 2.593192868719611,
        "secondDwellings_all_dwellings_pct": 0.3513394817742644,
        "vacantExcludingRentSaleSecond": 35900,
        "vacantExcludingRentSaleSecond_share_pct": 58.18476499189627,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.883179622310058
      },
      {
        "code": "07000",
        "region": "福島県",
        "total_dwellings": 862900,
        "vacant_total": 131000,
        "rounding_residual": 0,
        "vacantForRent": 60800,
        "vacantForRent_share_pct": 46.412213740458014,
        "vacantForRent_all_dwellings_pct": 7.046007648626724,
        "vacantForSale": 3900,
        "vacantForSale_share_pct": 2.9770992366412212,
        "vacantForSale_all_dwellings_pct": 0.4519643064086221,
        "secondDwellings": 3700,
        "secondDwellings_share_pct": 2.8244274809160306,
        "secondDwellings_all_dwellings_pct": 0.42878664966971836,
        "vacantExcludingRentSaleSecond": 62600,
        "vacantExcludingRentSaleSecond_share_pct": 47.786259541984734,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.254606559276858
      },
      {
        "code": "08000",
        "region": "茨城県",
        "total_dwellings": 1390900,
        "vacant_total": 196200,
        "rounding_residual": 100,
        "vacantForRent": 90700,
        "vacantForRent_share_pct": 46.228338430173295,
        "vacantForRent_all_dwellings_pct": 6.520957653317995,
        "vacantForSale": 5400,
        "vacantForSale_share_pct": 2.7522935779816518,
        "vacantForSale_all_dwellings_pct": 0.3882378316198145,
        "secondDwellings": 6800,
        "secondDwellings_share_pct": 3.4658511722731906,
        "secondDwellings_all_dwellings_pct": 0.48889208426198866,
        "vacantExcludingRentSaleSecond": 93200,
        "vacantExcludingRentSaleSecond_share_pct": 47.50254841997961,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 6.7006973901790206
      },
      {
        "code": "09000",
        "region": "栃木県",
        "total_dwellings": 971000,
        "vacant_total": 163700,
        "rounding_residual": 0,
        "vacantForRent": 76700,
        "vacantForRent_share_pct": 46.8540012217471,
        "vacantForRent_all_dwellings_pct": 7.899073120494336,
        "vacantForSale": 3800,
        "vacantForSale_share_pct": 2.321319486866219,
        "vacantForSale_all_dwellings_pct": 0.3913491246138002,
        "secondDwellings": 18900,
        "secondDwellings_share_pct": 11.54551007941356,
        "secondDwellings_all_dwellings_pct": 1.9464469618949536,
        "vacantExcludingRentSaleSecond": 64300,
        "vacantExcludingRentSaleSecond_share_pct": 39.27916921197312,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 6.622039134912461
      },
      {
        "code": "10000",
        "region": "群馬県",
        "total_dwellings": 967400,
        "vacant_total": 161300,
        "rounding_residual": 0,
        "vacantForRent": 68500,
        "vacantForRent_share_pct": 42.467451952882826,
        "vacantForRent_all_dwellings_pct": 7.080835228447385,
        "vacantForSale": 3700,
        "vacantForSale_share_pct": 2.2938623682579045,
        "vacantForSale_all_dwellings_pct": 0.3824684721935084,
        "secondDwellings": 16000,
        "secondDwellings_share_pct": 9.919404835709859,
        "secondDwellings_all_dwellings_pct": 1.6539177175935498,
        "vacantExcludingRentSaleSecond": 73100,
        "vacantExcludingRentSaleSecond_share_pct": 45.319280843149414,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.55633657225553
      },
      {
        "code": "11000",
        "region": "埼玉県",
        "total_dwellings": 3555100,
        "vacant_total": 330400,
        "rounding_residual": 100,
        "vacantForRent": 166800,
        "vacantForRent_share_pct": 50.48426150121066,
        "vacantForRent_all_dwellings_pct": 4.691851143427752,
        "vacantForSale": 21400,
        "vacantForSale_share_pct": 6.476997578692494,
        "vacantForSale_all_dwellings_pct": 0.6019521251160305,
        "secondDwellings": 6300,
        "secondDwellings_share_pct": 1.9067796610169492,
        "secondDwellings_all_dwellings_pct": 0.177210205057523,
        "vacantExcludingRentSaleSecond": 135800,
        "vacantExcludingRentSaleSecond_share_pct": 41.10169491525424,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 3.819864420128829
      },
      {
        "code": "12000",
        "region": "千葉県",
        "total_dwellings": 3191100,
        "vacant_total": 394100,
        "rounding_residual": 100,
        "vacantForRent": 196400,
        "vacantForRent_share_pct": 49.8350672418168,
        "vacantForRent_all_dwellings_pct": 6.154617530005328,
        "vacantForSale": 17200,
        "vacantForSale_share_pct": 4.364374524232428,
        "vacantForSale_all_dwellings_pct": 0.5389990912224625,
        "secondDwellings": 21900,
        "secondDwellings_share_pct": 5.556965237249429,
        "secondDwellings_all_dwellings_pct": 0.686283726614647,
        "vacantExcludingRentSaleSecond": 158500,
        "vacantExcludingRentSaleSecond_share_pct": 40.21821872621162,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 4.966939299927924
      },
      {
        "code": "13000",
        "region": "東京都",
        "total_dwellings": 8201400,
        "vacant_total": 896500,
        "rounding_residual": -100,
        "vacantForRent": 629000,
        "vacantForRent_share_pct": 70.1617401003904,
        "vacantForRent_all_dwellings_pct": 7.669422293754725,
        "vacantForSale": 43800,
        "vacantForSale_share_pct": 4.8856664807585055,
        "vacantForSale_all_dwellings_pct": 0.5340551613139219,
        "secondDwellings": 9600,
        "secondDwellings_share_pct": 1.0708310094813163,
        "secondDwellings_all_dwellings_pct": 0.11705318604140758,
        "vacantExcludingRentSaleSecond": 214200,
        "vacantExcludingRentSaleSecond_share_pct": 23.89291689905187,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 2.611749213548906
      },
      {
        "code": "14000",
        "region": "神奈川県",
        "total_dwellings": 4765000,
        "vacant_total": 467100,
        "rounding_residual": 0,
        "vacantForRent": 279000,
        "vacantForRent_share_pct": 59.73025048169557,
        "vacantForRent_all_dwellings_pct": 5.855194123819517,
        "vacantForSale": 21800,
        "vacantForSale_share_pct": 4.6670948405052455,
        "vacantForSale_all_dwellings_pct": 0.45750262329485836,
        "secondDwellings": 15300,
        "secondDwellings_share_pct": 3.275529865125241,
        "secondDwellings_all_dwellings_pct": 0.3210912906610703,
        "vacantExcludingRentSaleSecond": 151000,
        "vacantExcludingRentSaleSecond_share_pct": 32.327124812673944,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 3.16894018887723
      },
      {
        "code": "15000",
        "region": "新潟県",
        "total_dwellings": 1015200,
        "vacant_total": 155300,
        "rounding_residual": -100,
        "vacantForRent": 54500,
        "vacantForRent_share_pct": 35.093367675466844,
        "vacantForRent_all_dwellings_pct": 5.3684003152088255,
        "vacantForSale": 4000,
        "vacantForSale_share_pct": 2.5756600128783,
        "vacantForSale_all_dwellings_pct": 0.3940110323089046,
        "secondDwellings": 19400,
        "secondDwellings_share_pct": 12.491951062459755,
        "secondDwellings_all_dwellings_pct": 1.9109535066981875,
        "vacantExcludingRentSaleSecond": 77500,
        "vacantExcludingRentSaleSecond_share_pct": 49.90341274951706,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.6339637509850276
      },
      {
        "code": "16000",
        "region": "富山県",
        "total_dwellings": 473900,
        "vacant_total": 69700,
        "rounding_residual": 100,
        "vacantForRent": 26300,
        "vacantForRent_share_pct": 37.73314203730273,
        "vacantForRent_all_dwellings_pct": 5.549694028276007,
        "vacantForSale": 2300,
        "vacantForSale_share_pct": 3.2998565279770444,
        "vacantForSale_all_dwellings_pct": 0.48533445874657094,
        "secondDwellings": 1200,
        "secondDwellings_share_pct": 1.721664275466284,
        "secondDwellings_all_dwellings_pct": 0.2532179784764718,
        "vacantExcludingRentSaleSecond": 39800,
        "vacantExcludingRentSaleSecond_share_pct": 57.10186513629842,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 8.398396286136316
      },
      {
        "code": "17000",
        "region": "石川県",
        "total_dwellings": 554000,
        "vacant_total": 86400,
        "rounding_residual": 0,
        "vacantForRent": 40500,
        "vacantForRent_share_pct": 46.875,
        "vacantForRent_all_dwellings_pct": 7.310469314079422,
        "vacantForSale": 2100,
        "vacantForSale_share_pct": 2.430555555555556,
        "vacantForSale_all_dwellings_pct": 0.37906137184115524,
        "secondDwellings": 3100,
        "secondDwellings_share_pct": 3.587962962962963,
        "secondDwellings_all_dwellings_pct": 0.5595667870036101,
        "vacantExcludingRentSaleSecond": 40700,
        "vacantExcludingRentSaleSecond_share_pct": 47.10648148148148,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.346570397111914
      },
      {
        "code": "18000",
        "region": "福井県",
        "total_dwellings": 341400,
        "vacant_total": 53100,
        "rounding_residual": 0,
        "vacantForRent": 20400,
        "vacantForRent_share_pct": 38.4180790960452,
        "vacantForRent_all_dwellings_pct": 5.975395430579964,
        "vacantForSale": 2400,
        "vacantForSale_share_pct": 4.519774011299435,
        "vacantForSale_all_dwellings_pct": 0.7029876977152899,
        "secondDwellings": 1400,
        "secondDwellings_share_pct": 2.6365348399246704,
        "secondDwellings_all_dwellings_pct": 0.4100761570005858,
        "vacantExcludingRentSaleSecond": 28900,
        "vacantExcludingRentSaleSecond_share_pct": 54.4256120527307,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 8.46514352665495
      },
      {
        "code": "19000",
        "region": "山梨県",
        "total_dwellings": 427000,
        "vacant_total": 87200,
        "rounding_residual": 0,
        "vacantForRent": 31000,
        "vacantForRent_share_pct": 35.55045871559633,
        "vacantForRent_all_dwellings_pct": 7.259953161592506,
        "vacantForSale": 1900,
        "vacantForSale_share_pct": 2.1788990825688073,
        "vacantForSale_all_dwellings_pct": 0.44496487119437944,
        "secondDwellings": 17100,
        "secondDwellings_share_pct": 19.610091743119266,
        "secondDwellings_all_dwellings_pct": 4.004683840749414,
        "vacantExcludingRentSaleSecond": 37200,
        "vacantExcludingRentSaleSecond_share_pct": 42.6605504587156,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 8.711943793911008
      },
      {
        "code": "20000",
        "region": "長野県",
        "total_dwellings": 1039600,
        "vacant_total": 208500,
        "rounding_residual": 200,
        "vacantForRent": 57100,
        "vacantForRent_share_pct": 27.38609112709832,
        "vacantForRent_all_dwellings_pct": 5.492497114274721,
        "vacantForSale": 2900,
        "vacantForSale_share_pct": 1.3908872901678657,
        "vacantForSale_all_dwellings_pct": 0.27895344363216623,
        "secondDwellings": 56000,
        "secondDwellings_share_pct": 26.85851318944844,
        "secondDwellings_all_dwellings_pct": 5.386687187379762,
        "vacantExcludingRentSaleSecond": 92300,
        "vacantExcludingRentSaleSecond_share_pct": 44.26858513189448,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 8.878414774913427
      },
      {
        "code": "21000",
        "region": "岐阜県",
        "total_dwellings": 924100,
        "vacant_total": 148400,
        "rounding_residual": -100,
        "vacantForRent": 61700,
        "vacantForRent_share_pct": 41.57681940700809,
        "vacantForRent_all_dwellings_pct": 6.6767665837030625,
        "vacantForSale": 4000,
        "vacantForSale_share_pct": 2.6954177897574128,
        "vacantForSale_all_dwellings_pct": 0.43285358727410456,
        "secondDwellings": 8400,
        "secondDwellings_share_pct": 5.660377358490567,
        "secondDwellings_all_dwellings_pct": 0.9089925332756195,
        "vacantExcludingRentSaleSecond": 74400,
        "vacantExcludingRentSaleSecond_share_pct": 50.13477088948787,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 8.051076723298344
      },
      {
        "code": "22000",
        "region": "静岡県",
        "total_dwellings": 1774100,
        "vacant_total": 296300,
        "rounding_residual": 200,
        "vacantForRent": 144400,
        "vacantForRent_share_pct": 48.73439082011475,
        "vacantForRent_all_dwellings_pct": 8.139338256017135,
        "vacantForSale": 8400,
        "vacantForSale_share_pct": 2.834964562942963,
        "vacantForSale_all_dwellings_pct": 0.4734795107378389,
        "secondDwellings": 38500,
        "secondDwellings_share_pct": 12.993587580155246,
        "secondDwellings_all_dwellings_pct": 2.170114424215095,
        "vacantExcludingRentSaleSecond": 104800,
        "vacantExcludingRentSaleSecond_share_pct": 35.36955788052649,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 5.907220562538752
      },
      {
        "code": "23000",
        "region": "愛知県",
        "total_dwellings": 3664700,
        "vacant_total": 433000,
        "rounding_residual": 100,
        "vacantForRent": 251800,
        "vacantForRent_share_pct": 58.15242494226328,
        "vacantForRent_all_dwellings_pct": 6.870958059322728,
        "vacantForSale": 18300,
        "vacantForSale_share_pct": 4.226327944572748,
        "vacantForSale_all_dwellings_pct": 0.4993587469642808,
        "secondDwellings": 6800,
        "secondDwellings_share_pct": 1.5704387990762125,
        "secondDwellings_all_dwellings_pct": 0.18555406991022458,
        "vacantExcludingRentSaleSecond": 156000,
        "vacantExcludingRentSaleSecond_share_pct": 36.027713625866056,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 4.2568286626463285
      },
      {
        "code": "24000",
        "region": "三重県",
        "total_dwellings": 873500,
        "vacant_total": 142700,
        "rounding_residual": 0,
        "vacantForRent": 50800,
        "vacantForRent_share_pct": 35.59915907498248,
        "vacantForRent_all_dwellings_pct": 5.815684029765312,
        "vacantForSale": 3300,
        "vacantForSale_share_pct": 2.312543798177996,
        "vacantForSale_all_dwellings_pct": 0.37779049799656556,
        "secondDwellings": 5500,
        "secondDwellings_share_pct": 3.854239663629993,
        "secondDwellings_all_dwellings_pct": 0.6296508299942759,
        "vacantExcludingRentSaleSecond": 83100,
        "vacantExcludingRentSaleSecond_share_pct": 58.23405746320953,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.51345163136806
      },
      {
        "code": "25000",
        "region": "滋賀県",
        "total_dwellings": 664200,
        "vacant_total": 81600,
        "rounding_residual": 100,
        "vacantForRent": 25100,
        "vacantForRent_share_pct": 30.75980392156863,
        "vacantForRent_all_dwellings_pct": 3.7789822342667874,
        "vacantForSale": 3200,
        "vacantForSale_share_pct": 3.9215686274509802,
        "vacantForSale_all_dwellings_pct": 0.4817825956037338,
        "secondDwellings": 4700,
        "secondDwellings_share_pct": 5.759803921568627,
        "secondDwellings_all_dwellings_pct": 0.7076181872929841,
        "vacantExcludingRentSaleSecond": 48500,
        "vacantExcludingRentSaleSecond_share_pct": 59.43627450980392,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.30201746461909
      },
      {
        "code": "26000",
        "region": "京都府",
        "total_dwellings": 1372200,
        "vacant_total": 180400,
        "rounding_residual": -100,
        "vacantForRent": 81000,
        "vacantForRent_share_pct": 44.90022172949002,
        "vacantForRent_all_dwellings_pct": 5.902929602098819,
        "vacantForSale": 6900,
        "vacantForSale_share_pct": 3.8248337028824833,
        "vacantForSale_all_dwellings_pct": 0.5028421512898994,
        "secondDwellings": 7700,
        "secondDwellings_share_pct": 4.2682926829268295,
        "secondDwellings_all_dwellings_pct": 0.5611426905698877,
        "vacantExcludingRentSaleSecond": 84900,
        "vacantExcludingRentSaleSecond_share_pct": 47.06208425720621,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 6.187144731088763
      },
      {
        "code": "27000",
        "region": "大阪府",
        "total_dwellings": 4928600,
        "vacant_total": 701900,
        "rounding_residual": 100,
        "vacantForRent": 436100,
        "vacantForRent_share_pct": 62.13135774326827,
        "vacantForRent_all_dwellings_pct": 8.848354502292741,
        "vacantForSale": 30000,
        "vacantForSale_share_pct": 4.274113121527283,
        "vacantForSale_all_dwellings_pct": 0.6086921235239215,
        "secondDwellings": 8800,
        "secondDwellings_share_pct": 1.2537398489813363,
        "secondDwellings_all_dwellings_pct": 0.178549689567017,
        "vacantExcludingRentSaleSecond": 226900,
        "vacantExcludingRentSaleSecond_share_pct": 32.326542242484685,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 4.603741427585927
      },
      {
        "code": "28000",
        "region": "兵庫県",
        "total_dwellings": 2798000,
        "vacant_total": 386900,
        "rounding_residual": -100,
        "vacantForRent": 180400,
        "vacantForRent_share_pct": 46.627035409666576,
        "vacantForRent_all_dwellings_pct": 6.44746247319514,
        "vacantForSale": 17400,
        "vacantForSale_share_pct": 4.497286120444559,
        "vacantForSale_all_dwellings_pct": 0.6218727662616154,
        "secondDwellings": 16500,
        "secondDwellings_share_pct": 4.264667872835358,
        "secondDwellings_all_dwellings_pct": 0.5897069335239457,
        "vacantExcludingRentSaleSecond": 172700,
        "vacantExcludingRentSaleSecond_share_pct": 44.63685706901008,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 6.172265904217298
      },
      {
        "code": "29000",
        "region": "奈良県",
        "total_dwellings": 639500,
        "vacant_total": 93600,
        "rounding_residual": 0,
        "vacantForRent": 39000,
        "vacantForRent_share_pct": 41.66666666666667,
        "vacantForRent_all_dwellings_pct": 6.098514464425333,
        "vacantForSale": 3100,
        "vacantForSale_share_pct": 3.311965811965812,
        "vacantForSale_all_dwellings_pct": 0.4847537138389367,
        "secondDwellings": 2000,
        "secondDwellings_share_pct": 2.1367521367521367,
        "secondDwellings_all_dwellings_pct": 0.3127443315089914,
        "vacantExcludingRentSaleSecond": 49500,
        "vacantExcludingRentSaleSecond_share_pct": 52.88461538461539,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.740422204847537
      },
      {
        "code": "30000",
        "region": "和歌山県",
        "total_dwellings": 495600,
        "vacant_total": 105300,
        "rounding_residual": 0,
        "vacantForRent": 35100,
        "vacantForRent_share_pct": 33.33333333333333,
        "vacantForRent_all_dwellings_pct": 7.0823244552058116,
        "vacantForSale": 2400,
        "vacantForSale_share_pct": 2.2792022792022792,
        "vacantForSale_all_dwellings_pct": 0.48426150121065376,
        "secondDwellings": 8000,
        "secondDwellings_share_pct": 7.597340930674264,
        "secondDwellings_all_dwellings_pct": 1.6142050040355123,
        "vacantExcludingRentSaleSecond": 59800,
        "vacantExcludingRentSaleSecond_share_pct": 56.79012345679012,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 12.066182405165456
      },
      {
        "code": "31000",
        "region": "鳥取県",
        "total_dwellings": 262300,
        "vacant_total": 41300,
        "rounding_residual": 100,
        "vacantForRent": 13800,
        "vacantForRent_share_pct": 33.41404358353511,
        "vacantForRent_all_dwellings_pct": 5.2611513534121235,
        "vacantForSale": 1100,
        "vacantForSale_share_pct": 2.663438256658596,
        "vacantForSale_all_dwellings_pct": 0.41936713686618377,
        "secondDwellings": 900,
        "secondDwellings_share_pct": 2.1791767554479415,
        "secondDwellings_all_dwellings_pct": 0.3431185665268776,
        "vacantExcludingRentSaleSecond": 25400,
        "vacantExcludingRentSaleSecond_share_pct": 61.50121065375303,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.68356843309188
      },
      {
        "code": "32000",
        "region": "島根県",
        "total_dwellings": 320300,
        "vacant_total": 54600,
        "rounding_residual": 0,
        "vacantForRent": 15700,
        "vacantForRent_share_pct": 28.754578754578752,
        "vacantForRent_all_dwellings_pct": 4.90165469871995,
        "vacantForSale": 1100,
        "vacantForSale_share_pct": 2.0146520146520146,
        "vacantForSale_all_dwellings_pct": 0.34342803621604745,
        "secondDwellings": 1500,
        "secondDwellings_share_pct": 2.7472527472527473,
        "secondDwellings_all_dwellings_pct": 0.46831095847642834,
        "vacantExcludingRentSaleSecond": 36300,
        "vacantExcludingRentSaleSecond_share_pct": 66.48351648351648,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 11.333125195129567
      },
      {
        "code": "33000",
        "region": "岡山県",
        "total_dwellings": 955400,
        "vacant_total": 157200,
        "rounding_residual": 0,
        "vacantForRent": 65000,
        "vacantForRent_share_pct": 41.348600508905854,
        "vacantForRent_all_dwellings_pct": 6.803433117019049,
        "vacantForSale": 3800,
        "vacantForSale_share_pct": 2.4173027989821882,
        "vacantForSale_all_dwellings_pct": 0.39773916684111366,
        "secondDwellings": 5800,
        "secondDwellings_share_pct": 3.689567430025445,
        "secondDwellings_all_dwellings_pct": 0.6070755704416998,
        "vacantExcludingRentSaleSecond": 82600,
        "vacantExcludingRentSaleSecond_share_pct": 52.54452926208651,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 8.645593468704208
      },
      {
        "code": "34000",
        "region": "広島県",
        "total_dwellings": 1465500,
        "vacant_total": 231400,
        "rounding_residual": 100,
        "vacantForRent": 102600,
        "vacantForRent_share_pct": 44.338807260155576,
        "vacantForRent_all_dwellings_pct": 7.001023541453429,
        "vacantForSale": 6200,
        "vacantForSale_share_pct": 2.679343128781331,
        "vacantForSale_all_dwellings_pct": 0.4230638007505971,
        "secondDwellings": 7800,
        "secondDwellings_share_pct": 3.3707865168539324,
        "secondDwellings_all_dwellings_pct": 0.5322415557830092,
        "vacantExcludingRentSaleSecond": 114700,
        "vacantExcludingRentSaleSecond_share_pct": 49.56784788245462,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.826680313886046
      },
      {
        "code": "35000",
        "region": "山口県",
        "total_dwellings": 726400,
        "vacant_total": 140700,
        "rounding_residual": 0,
        "vacantForRent": 53600,
        "vacantForRent_share_pct": 38.095238095238095,
        "vacantForRent_all_dwellings_pct": 7.3788546255506615,
        "vacantForSale": 3700,
        "vacantForSale_share_pct": 2.6297085998578535,
        "vacantForSale_all_dwellings_pct": 0.5093612334801761,
        "secondDwellings": 2900,
        "secondDwellings_share_pct": 2.061122956645345,
        "secondDwellings_all_dwellings_pct": 0.3992290748898678,
        "vacantExcludingRentSaleSecond": 80500,
        "vacantExcludingRentSaleSecond_share_pct": 57.2139303482587,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 11.08204845814978
      },
      {
        "code": "36000",
        "region": "徳島県",
        "total_dwellings": 389200,
        "vacant_total": 83000,
        "rounding_residual": 0,
        "vacantForRent": 31300,
        "vacantForRent_share_pct": 37.71084337349397,
        "vacantForRent_all_dwellings_pct": 8.042137718396711,
        "vacantForSale": 2100,
        "vacantForSale_share_pct": 2.5301204819277108,
        "vacantForSale_all_dwellings_pct": 0.539568345323741,
        "secondDwellings": 2000,
        "secondDwellings_share_pct": 2.4096385542168677,
        "secondDwellings_all_dwellings_pct": 0.513874614594039,
        "vacantExcludingRentSaleSecond": 47600,
        "vacantExcludingRentSaleSecond_share_pct": 57.34939759036145,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 12.23021582733813
      },
      {
        "code": "37000",
        "region": "香川県",
        "total_dwellings": 492800,
        "vacant_total": 91500,
        "rounding_residual": 0,
        "vacantForRent": 38200,
        "vacantForRent_share_pct": 41.74863387978142,
        "vacantForRent_all_dwellings_pct": 7.751623376623376,
        "vacantForSale": 2200,
        "vacantForSale_share_pct": 2.4043715846994536,
        "vacantForSale_all_dwellings_pct": 0.4464285714285714,
        "secondDwellings": 3200,
        "secondDwellings_share_pct": 3.4972677595628414,
        "secondDwellings_all_dwellings_pct": 0.6493506493506493,
        "vacantExcludingRentSaleSecond": 47900,
        "vacantExcludingRentSaleSecond_share_pct": 52.349726775956285,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.719967532467532
      },
      {
        "code": "38000",
        "region": "愛媛県",
        "total_dwellings": 736800,
        "vacant_total": 145600,
        "rounding_residual": 0,
        "vacantForRent": 48400,
        "vacantForRent_share_pct": 33.24175824175824,
        "vacantForRent_all_dwellings_pct": 6.5689467969598265,
        "vacantForSale": 3300,
        "vacantForSale_share_pct": 2.2664835164835164,
        "vacantForSale_all_dwellings_pct": 0.4478827361563518,
        "secondDwellings": 3800,
        "secondDwellings_share_pct": 2.60989010989011,
        "secondDwellings_all_dwellings_pct": 0.5157437567861021,
        "vacantExcludingRentSaleSecond": 90100,
        "vacantExcludingRentSaleSecond_share_pct": 61.88186813186813,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 12.228555917481
      },
      {
        "code": "39000",
        "region": "高知県",
        "total_dwellings": 388100,
        "vacant_total": 78700,
        "rounding_residual": 100,
        "vacantForRent": 24300,
        "vacantForRent_share_pct": 30.876747141041932,
        "vacantForRent_all_dwellings_pct": 6.261272867817573,
        "vacantForSale": 1700,
        "vacantForSale_share_pct": 2.1601016518424396,
        "vacantForSale_all_dwellings_pct": 0.4380314351971141,
        "secondDwellings": 2500,
        "secondDwellings_share_pct": 3.176620076238882,
        "secondDwellings_all_dwellings_pct": 0.6441638752898737,
        "vacantExcludingRentSaleSecond": 50100,
        "vacantExcludingRentSaleSecond_share_pct": 63.6594663278272,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 12.90904406080907
      },
      {
        "code": "40000",
        "region": "福岡県",
        "total_dwellings": 2703300,
        "vacant_total": 335300,
        "rounding_residual": -100,
        "vacantForRent": 189100,
        "vacantForRent_share_pct": 56.39725618848792,
        "vacantForRent_all_dwellings_pct": 6.99515407095032,
        "vacantForSale": 16500,
        "vacantForSale_share_pct": 4.920966298836863,
        "vacantForSale_all_dwellings_pct": 0.6103651093108423,
        "secondDwellings": 4300,
        "secondDwellings_share_pct": 1.2824336415150612,
        "secondDwellings_all_dwellings_pct": 0.15906484666888618,
        "vacantExcludingRentSaleSecond": 125500,
        "vacantExcludingRentSaleSecond_share_pct": 37.42916790933493,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 4.642474013243073
      },
      {
        "code": "41000",
        "region": "佐賀県",
        "total_dwellings": 367900,
        "vacant_total": 53300,
        "rounding_residual": 0,
        "vacantForRent": 22600,
        "vacantForRent_share_pct": 42.40150093808631,
        "vacantForRent_all_dwellings_pct": 6.142973634139712,
        "vacantForSale": 1400,
        "vacantForSale_share_pct": 2.6266416510318953,
        "vacantForSale_all_dwellings_pct": 0.3805381897254689,
        "secondDwellings": 1000,
        "secondDwellings_share_pct": 1.876172607879925,
        "secondDwellings_all_dwellings_pct": 0.2718129926610492,
        "vacantExcludingRentSaleSecond": 28300,
        "vacantExcludingRentSaleSecond_share_pct": 53.09568480300187,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.6923076923076925
      },
      {
        "code": "42000",
        "region": "長崎県",
        "total_dwellings": 655000,
        "vacant_total": 113000,
        "rounding_residual": 0,
        "vacantForRent": 41700,
        "vacantForRent_share_pct": 36.902654867256636,
        "vacantForRent_all_dwellings_pct": 6.366412213740458,
        "vacantForSale": 3300,
        "vacantForSale_share_pct": 2.920353982300885,
        "vacantForSale_all_dwellings_pct": 0.5038167938931298,
        "secondDwellings": 3100,
        "secondDwellings_share_pct": 2.743362831858407,
        "secondDwellings_all_dwellings_pct": 0.4732824427480916,
        "vacantExcludingRentSaleSecond": 64900,
        "vacantExcludingRentSaleSecond_share_pct": 57.43362831858407,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.908396946564887
      },
      {
        "code": "43000",
        "region": "熊本県",
        "total_dwellings": 851100,
        "vacant_total": 127100,
        "rounding_residual": 0,
        "vacantForRent": 54300,
        "vacantForRent_share_pct": 42.72226593233675,
        "vacantForRent_all_dwellings_pct": 6.379978850898836,
        "vacantForSale": 3000,
        "vacantForSale_share_pct": 2.3603461841070024,
        "vacantForSale_all_dwellings_pct": 0.3524850193866761,
        "secondDwellings": 4800,
        "secondDwellings_share_pct": 3.7765538945712036,
        "secondDwellings_all_dwellings_pct": 0.5639760310186817,
        "vacantExcludingRentSaleSecond": 65000,
        "vacantExcludingRentSaleSecond_share_pct": 51.140833988985044,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 7.637175420044648
      },
      {
        "code": "44000",
        "region": "大分県",
        "total_dwellings": 603300,
        "vacant_total": 115500,
        "rounding_residual": 0,
        "vacantForRent": 48800,
        "vacantForRent_share_pct": 42.25108225108225,
        "vacantForRent_all_dwellings_pct": 8.088844687551799,
        "vacantForSale": 2200,
        "vacantForSale_share_pct": 1.9047619047619049,
        "vacantForSale_all_dwellings_pct": 0.36466103099618763,
        "secondDwellings": 6500,
        "secondDwellings_share_pct": 5.627705627705628,
        "secondDwellings_all_dwellings_pct": 1.0774075915796453,
        "vacantExcludingRentSaleSecond": 58000,
        "vacantExcludingRentSaleSecond_share_pct": 50.21645021645021,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.61379081717222
      },
      {
        "code": "45000",
        "region": "宮崎県",
        "total_dwellings": 556800,
        "vacant_total": 90700,
        "rounding_residual": 100,
        "vacantForRent": 31900,
        "vacantForRent_share_pct": 35.170893054024255,
        "vacantForRent_all_dwellings_pct": 5.729166666666666,
        "vacantForSale": 2200,
        "vacantForSale_share_pct": 2.4255788313120177,
        "vacantForSale_all_dwellings_pct": 0.3951149425287357,
        "secondDwellings": 1500,
        "secondDwellings_share_pct": 1.6538037486218304,
        "secondDwellings_all_dwellings_pct": 0.26939655172413796,
        "vacantExcludingRentSaleSecond": 55000,
        "vacantExcludingRentSaleSecond_share_pct": 60.639470782800444,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 9.87787356321839
      },
      {
        "code": "46000",
        "region": "鹿児島県",
        "total_dwellings": 899600,
        "vacant_total": 184200,
        "rounding_residual": 0,
        "vacantForRent": 53800,
        "vacantForRent_share_pct": 29.207383279044517,
        "vacantForRent_all_dwellings_pct": 5.9804357492218765,
        "vacantForSale": 3700,
        "vacantForSale_share_pct": 2.008686210640608,
        "vacantForSale_all_dwellings_pct": 0.41129390840373503,
        "secondDwellings": 4500,
        "secondDwellings_share_pct": 2.44299674267101,
        "secondDwellings_all_dwellings_pct": 0.5002223210315695,
        "vacantExcludingRentSaleSecond": 122200,
        "vacantExcludingRentSaleSecond_share_pct": 66.34093376764386,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 13.583815028901732
      },
      {
        "code": "47000",
        "region": "沖縄県",
        "total_dwellings": 699400,
        "vacant_total": 65400,
        "rounding_residual": 0,
        "vacantForRent": 31900,
        "vacantForRent_share_pct": 48.776758409785934,
        "vacantForRent_all_dwellings_pct": 4.561052330569059,
        "vacantForSale": 1700,
        "vacantForSale_share_pct": 2.599388379204893,
        "vacantForSale_all_dwellings_pct": 0.24306548470117242,
        "secondDwellings": 3700,
        "secondDwellings_share_pct": 5.657492354740061,
        "secondDwellings_all_dwellings_pct": 0.5290248784672577,
        "vacantExcludingRentSaleSecond": 28100,
        "vacantExcludingRentSaleSecond_share_pct": 42.96636085626911,
        "vacantExcludingRentSaleSecond_all_dwellings_pct": 4.017729482413497
      }
    ],
    "top5": {
      "regions": [
        "東京都",
        "大阪府",
        "神奈川県",
        "北海道",
        "愛知県"
      ],
      "vacant_count": 2950400,
      "national_share_pct": 32.77639530750089
    },
    "interpretation": "戸数、総住宅数に対する率、空き家内構成比は異なる指標。全国構成比は全国原表の比で、県構成比の単純平均ではない。"
  },
  "findings": {
    "national": {
      "code": "00000",
      "region": "全国",
      "totalDwellings": 65046700,
      "vacantTotal": 9001600,
      "vacantForRent": 4435800,
      "vacantForSale": 326200,
      "secondDwellings": 383500,
      "vacantExcludingRentSaleSecond": 3856000,
      "vacancy_rate": 13.838672830443357,
      "excluded_rate": 5.928048617377976,
      "vacancy_rate_official_1dp": 13.8,
      "excluded_rate_official_1dp": 5.9,
      "rounding_residual": 100
    },
    "correlation": {
      "n": 47,
      "spearman": -0.6452682047049133,
      "pearson": -0.6980093611501053,
      "spearman_without_tokyo": -0.621588765200197,
      "spearman_rounded_1dp": -0.6483263467827222,
      "leave_one_out_min": -0.6803733287025727,
      "leave_one_out_max": -0.621588765200197
    }
  },
  "scope": "公式集計の記述的二次分析。因果・予測・個別家計・個別物件の推計ではない。算術的な丸め境界と標本誤差を区別する。"
}