{
 "project": "house_prices",
 "source_file": "house.dta",
 "source_archive": null,
 "source_sheet": null,
 "n_rows": 1785,
 "n_columns": 123,
 "columns": [
  {
   "name": "growths",
   "normalized": "growths",
   "dtype": "int8",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.070588,
    "sd": 0.256208
   },
   "binary": true
  },
  {
   "name": "inlevels",
   "normalized": "inlevels",
   "dtype": "int8",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.929412,
    "sd": 0.256208
   },
   "binary": true
  },
  {
   "name": "who",
   "normalized": "who",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 2,
   "top_values": [
    "JB",
    "DE"
   ]
  },
  {
   "name": "idstudy",
   "normalized": "idstudy",
   "dtype": "int8",
   "n_missing": 0,
   "n_unique": 45,
   "inferred_role": "study_id",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 2.0,
    "p25": 7.0,
    "median": 21.0,
    "p75": 38.0,
    "max": 80.0,
    "mean": 26.560784,
    "sd": 22.843659
   }
  },
  {
   "name": "Author",
   "normalized": "author",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 41,
   "top_values": [
    "Assenmacher-Wesche",
    "Giuliodori",
    "Assenmacher",
    "Calza, Monacelli",
    "Iacoviello"
   ]
  },
  {
   "name": "pubyear",
   "normalized": "pubyear",
   "dtype": "int16",
   "n_missing": 0,
   "n_unique": 17,
   "inferred_role": "pub_year",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 2002.0,
    "p25": 2008.0,
    "median": 2009.0,
    "p75": 2012.0,
    "max": 2021.0,
    "mean": 2009.505882,
    "sd": 4.164377
   }
  },
  {
   "name": "authoryear",
   "normalized": "authoryear",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 45,
   "top_values": [
    "Giuliodori2004",
    "Assenmacher2008a",
    "Assenmacher2009",
    "Iacoviello2008",
    "Berlemann2013"
   ]
  },
  {
   "name": "idirf",
   "normalized": "idirf",
   "dtype": "int16",
   "n_missing": 0,
   "n_unique": 255,
   "stats": {
    "min": 1.0,
    "p25": 72.0,
    "median": 138.0,
    "p75": 225.0,
    "max": 332.0,
    "mean": 150.564706,
    "sd": 94.326004
   }
  },
  {
   "name": "location",
   "normalized": "location",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 93,
   "top_values": [
    "",
    "12",
    "34-35",
    "37-38",
    "41-42"
   ]
  },
  {
   "name": "Country",
   "normalized": "country",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 44,
   "inferred_role": "country",
   "inferred_role_confidence": "name-match only, not verified",
   "top_values": [
    "United States",
    "United Kingdom",
    "Italy",
    "Switzerland",
    "South Africa"
   ]
  },
  {
   "name": "idcountry",
   "normalized": "idcountry",
   "dtype": "int8",
   "n_missing": 0,
   "n_unique": 44,
   "inferred_role": "country",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 1.0,
    "p25": 28.0,
    "median": 38.0,
    "p75": 44.0,
    "max": 47.0,
    "mean": 33.454902,
    "sd": 12.93045
   }
  },
  {
   "name": "Model",
   "normalized": "model",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 10,
   "top_values": [
    "VAR",
    "",
    "LBVAR",
    "SVAR",
    "VECM"
   ]
  },
  {
   "name": "shock",
   "normalized": "shock",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 44,
   "stats": {
    "min": -11300.0,
    "p25": 25.0,
    "median": 70.0,
    "p75": 10000.0,
    "max": 12000.0,
    "mean": 3119.811141,
    "sd": 4668.583352
   }
  },
  {
   "name": "brackets",
   "normalized": "brackets",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 9,
   "top_values": [
    "1SE",
    "68",
    "2SE",
    "90",
    "95"
   ]
  },
  {
   "name": "scale",
   "normalized": "scale",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 5,
   "stats": {
    "min": 1.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.96,
    "max": 2.0,
    "mean": 1.378392,
    "sd": 0.447789
   }
  },
  {
   "name": "first_irf",
   "normalized": "first_irf",
   "dtype": "int8",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.142857,
    "sd": 0.350025
   },
   "binary": true
  },
  {
   "name": "last_irf",
   "normalized": "last_irf",
   "dtype": "int8",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.142857,
    "sd": 0.350025
   },
   "binary": true
  },
  {
   "name": "Transmission_lags",
   "normalized": "transmission_lags",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 57,
   "top_values": [
    "20 quarters",
    "25 quarters",
    "24 quarters",
    "",
    "48M"
   ]
  },
  {
   "name": "Journal",
   "normalized": "journal",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 36,
   "top_values": [
    "DNB Workig Paper",
    "Swiss National Bank",
    "Goethe University Frankfurt WP",
    "ssrn",
    "Journal of Macroeconomics"
   ]
  },
  {
   "name": "horizon",
   "normalized": "horizon",
   "dtype": "float64",
   "n_missing": 2,
   "n_unique": 17,
   "stats": {
    "min": 1.0,
    "p25": 2.0,
    "median": 8.0,
    "p75": 16.0,
    "max": 99.0,
    "mean": 11.86203,
    "sd": 17.502702
   }
  },
  {
   "name": "estimateraw",
   "normalized": "estimateraw",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1660,
   "stats": {
    "min": -12.051,
    "p25": -0.135094,
    "median": -0.004761,
    "p75": -0.000841,
    "max": 3.101307,
    "mean": -0.233014,
    "sd": 0.860605
   }
  },
  {
   "name": "lowerboundraw",
   "normalized": "lowerboundraw",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1667,
   "stats": {
    "min": -16.818,
    "p25": -0.419622,
    "median": -0.013162,
    "p75": -0.003499,
    "max": 1.424658,
    "mean": -0.526276,
    "sd": 1.378156
   }
  },
  {
   "name": "upperboundraw",
   "normalized": "upperboundraw",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1664,
   "stats": {
    "min": -7.413,
    "p25": -0.003037,
    "median": 0.00028,
    "p75": 0.007692,
    "max": 7.616156,
    "mean": 0.072111,
    "sd": 0.823786
   }
  },
  {
   "name": "seraw",
   "normalized": "seraw",
   "dtype": "float64",
   "n_missing": 1745,
   "n_unique": 35,
   "stats": {
    "min": 0.19,
    "p25": 0.45,
    "median": 0.64,
    "p75": 0.895,
    "max": 1.1,
    "mean": 0.6535,
    "sd": 0.25596
   }
  },
  {
   "name": "est",
   "normalized": "est",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1663,
   "role": "effect_estimate",
   "stats": {
    "min": -0.12051,
    "p25": -0.013343,
    "median": -0.006587,
    "p75": -0.001893,
    "max": 0.041771,
    "mean": -0.008925,
    "sd": 0.012482
   }
  },
  {
   "name": "LB",
   "normalized": "lb",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1667,
   "stats": {
    "min": -0.217264,
    "p25": -0.024927,
    "median": -0.013329,
    "p75": -0.006195,
    "max": 0.014247,
    "mean": -0.01867,
    "sd": 0.020416
   }
  },
  {
   "name": "UB",
   "normalized": "ub",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1664,
   "stats": {
    "min": -0.075301,
    "p25": -0.004061,
    "median": 0.000148,
    "p75": 0.004829,
    "max": 0.092546,
    "mean": 0.00062,
    "sd": 0.012539
   }
  },
  {
   "name": "SE_l",
   "normalized": "se_l",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1668,
   "role": "standard_error",
   "stats": {
    "min": 0.0,
    "p25": 0.002698,
    "median": 0.005144,
    "p75": 0.008907,
    "max": 0.075752,
    "mean": 0.007678,
    "sd": 0.00891
   }
  },
  {
   "name": "SE_u",
   "normalized": "se_u",
   "dtype": "float64",
   "n_missing": 111,
   "n_unique": 1658,
   "role": "standard_error",
   "stats": {
    "min": 0.0,
    "p25": 0.002876,
    "median": 0.005207,
    "p75": 0.008768,
    "max": 0.083512,
    "mean": 0.007622,
    "sd": 0.008746
   }
  },
  {
   "name": "monthly",
   "normalized": "monthly",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.111753,
    "sd": 0.315164
   },
   "binary": true
  },
  {
   "name": "quarterly",
   "normalized": "quarterly",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.896613,
    "sd": 0.304554
   },
   "binary": true
  },
  {
   "name": "annually",
   "normalized": "annually",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "panel",
   "normalized": "panel",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.220295,
    "sd": 0.414579
   },
   "binary": true
  },
  {
   "name": "ts",
   "normalized": "ts",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.779705,
    "sd": 0.414579
   },
   "binary": true
  },
  {
   "name": "crosssec",
   "normalized": "crosssec",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "Start_orig",
   "normalized": "start_orig",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 56,
   "top_values": [
    "1986",
    "1979.3",
    "1980.1",
    "",
    "1987.4"
   ]
  },
  {
   "name": "End_orig",
   "normalized": "end_orig",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 43,
   "top_values": [
    "2007",
    "1998.4",
    "2008",
    "2008.4",
    ""
   ]
  },
  {
   "name": "start",
   "normalized": "start",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 28,
   "stats": {
    "min": 1947.0,
    "p25": 1979.0,
    "median": 1984.0,
    "p75": 1986.0,
    "max": 2005.0,
    "mean": 1981.94593,
    "sd": 6.803951
   }
  },
  {
   "name": "end",
   "normalized": "end",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 22,
   "stats": {
    "min": 1982.0,
    "p25": 1999.0,
    "median": 2007.0,
    "p75": 2008.0,
    "max": 2018.0,
    "mean": 2004.897802,
    "sd": 6.037065
   }
  },
  {
   "name": "length_y",
   "normalized": "length_y",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 29,
   "stats": {
    "min": 11.0,
    "p25": 20.0,
    "median": 22.0,
    "p75": 26.0,
    "max": 62.0,
    "mean": 23.951872,
    "sd": 7.18877
   }
  },
  {
   "name": "cross_units",
   "normalized": "cross_units",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 17,
   "stats": {
    "min": 1.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 21.0,
    "mean": 3.759358,
    "sd": 5.993533
   }
  },
  {
   "name": "time_units",
   "normalized": "time_units",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 32,
   "stats": {
    "min": 48.0,
    "p25": 84.0,
    "median": 92.0,
    "p75": 120.0,
    "max": 492.0,
    "mean": 112.720737,
    "sd": 61.614644
   }
  },
  {
   "name": "nobs",
   "normalized": "nobs",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 49,
   "inferred_role": "n_obs",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 48.0,
    "p25": 88.0,
    "median": 100.0,
    "p75": 216.0,
    "max": 2880.0,
    "mean": 398.881165,
    "sd": 660.931881
   }
  },
  {
   "name": "midyear",
   "normalized": "midyear",
   "dtype": "float64",
   "n_missing": 102,
   "n_unique": 36,
   "stats": {
    "min": 1975.0,
    "p25": 1988.5,
    "median": 1994.5,
    "p75": 1997.0,
    "max": 2010.0,
    "mean": 1993.421866,
    "sd": 5.333886
   }
  },
  {
   "name": "list_of_vars",
   "normalized": "list_of_vars",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 45,
   "top_values": [
    "CPI, interest rate, real GDP, property prices, equity prices. Except for the interest rate, all variables are in logarithms.",
    "",
    "CPI, interest rate, real GDP, property prices, real credit",
    "? Large scale; 143 macro variables, including 21 housing vars (for various regions??)",
    "xt = (p, gdp; i;m; rental; house; flat; office; industry; s)"
   ]
  },
  {
   "name": "no_vars",
   "normalized": "no_vars",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 11,
   "stats": {
    "min": 3.0,
    "p25": 5.0,
    "median": 5.0,
    "p75": 7.0,
    "max": 143.0,
    "mean": 13.918433,
    "sd": 32.043418
   }
  },
  {
   "name": "cpi",
   "normalized": "cpi",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.897881,
    "sd": 0.302903
   },
   "binary": true
  },
  {
   "name": "gdp_defl",
   "normalized": "gdp_defl",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.069364,
    "sd": 0.254154
   },
   "binary": true
  },
  {
   "name": "gdp_log",
   "normalized": "gdp_log",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.836224,
    "sd": 0.370192
   },
   "binary": true
  },
  {
   "name": "gdp_gr",
   "normalized": "gdp_gr",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.004496,
    "sd": 0.066922
   },
   "binary": true
  },
  {
   "name": "other_econ",
   "normalized": "other_econ",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.003211,
    "sd": 0.056595
   },
   "binary": true
  },
  {
   "name": "ir",
   "normalized": "ir",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 1.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 1.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "foreign_ir",
   "normalized": "foreign_ir",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.02569,
    "sd": 0.158261
   },
   "binary": true
  },
  {
   "name": "output_gap",
   "normalized": "output_gap",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "indprod",
   "normalized": "indprod",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.071291,
    "sd": 0.257393
   },
   "binary": true
  },
  {
   "name": "credit",
   "normalized": "credit",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.278099,
    "sd": 0.448206
   },
   "binary": true
  },
  {
   "name": "eq_prices",
   "normalized": "eq_prices",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.451509,
    "sd": 0.497803
   },
   "binary": true
  },
  {
   "name": "consump",
   "normalized": "consump",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.276814,
    "sd": 0.447568
   },
   "binary": true
  },
  {
   "name": "res_invest",
   "normalized": "res_invest",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.174695,
    "sd": 0.379828
   },
   "binary": true
  },
  {
   "name": "ms",
   "normalized": "ms",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.204239,
    "sd": 0.403274
   },
   "binary": true
  },
  {
   "name": "exchan",
   "normalized": "exchan",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.252408,
    "sd": 0.434534
   },
   "binary": true
  },
  {
   "name": "mci",
   "normalized": "mci",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "shadow",
   "normalized": "shadow",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "lrir",
   "normalized": "lrir",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.196532,
    "sd": 0.397503
   },
   "binary": true
  },
  {
   "name": "hpi_def",
   "normalized": "hpi_def",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 62,
   "top_values": [
    "real HP",
    "",
    "Mix",
    "Residental property prices",
    "single family ecisting houses sales prices?, real, deflated by personal cons exp defl"
   ]
  },
  {
   "name": "real_hp",
   "normalized": "real_hp",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.94027,
    "sd": 0.237063
   },
   "binary": true
  },
  {
   "name": "hpi_source",
   "normalized": "hpi_source",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 51,
   "top_values": [
    "BIS, IMF",
    "",
    "OECD",
    "BIS",
    "National Asscociation of Realtors"
   ]
  },
  {
   "name": "ir_def",
   "normalized": "ir_def",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 36,
   "top_values": [
    "",
    "three-month interbank rate, three-month Treasury bill rate, three-month commercial paper rate, three-month EURIBOR rate; All interest rates are from the OECD's MEI",
    "three-month interbank rate, three-month Treasury bill rate, three-month commercial paper rate, three-month EURIBOR rate",
    "FF rate",
    "the three-month target libor rate"
   ]
  },
  {
   "name": "regimes",
   "normalized": "regimes",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 9,
   "top_values": [
    "0",
    "",
    "1",
    "2 (fin crisis / normal time",
    "parameter uncertainty"
   ]
  },
  {
   "name": "lags_q",
   "normalized": "lags_q",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 9,
   "stats": {
    "min": 1.0,
    "p25": 2.0,
    "median": 3.0,
    "p75": 4.0,
    "max": 12.0,
    "mean": 3.320488,
    "sd": 1.531183
   }
  },
  {
   "name": "time_trend",
   "normalized": "time_trend",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.366731,
    "sd": 0.482067
   },
   "binary": true
  },
  {
   "name": "season",
   "normalized": "season",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.623635,
    "sd": 0.484629
   },
   "binary": true
  },
  {
   "name": "season_adj",
   "normalized": "season_adj",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.40912,
    "sd": 0.491829
   },
   "binary": true
  },
  {
   "name": "season_dum",
   "normalized": "season_dum",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.214515,
    "sd": 0.410617
   },
   "binary": true
  },
  {
   "name": "DSGE",
   "normalized": "dsge",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "BVAR",
   "normalized": "bvar",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.151574,
    "sd": 0.358722
   },
   "binary": true
  },
  {
   "name": "FAVAR",
   "normalized": "favar",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "SVAR",
   "normalized": "svar",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.271034,
    "sd": 0.444636
   },
   "binary": true
  },
  {
   "name": "DVAR",
   "normalized": "dvar",
   "dtype": "float64",
   "n_missing": 354,
   "n_unique": 1,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 0.0,
    "mean": 0.0,
    "sd": 0.0
   },
   "binary": true
  },
  {
   "name": "VECM",
   "normalized": "vecm",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.080925,
    "sd": 0.272807
   },
   "binary": true
  },
  {
   "name": "LevVAR",
   "normalized": "levvar",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 4,
   "top_values": [
    "0",
    "",
    "1",
    "1 probably"
   ]
  },
  {
   "name": "LogVAR",
   "normalized": "logvar",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 4,
   "top_values": [
    "1",
    "",
    "?",
    "0"
   ]
  },
  {
   "name": "cholesky",
   "normalized": "cholesky",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.751445,
    "sd": 0.432314
   },
   "binary": true
  },
  {
   "name": "sign_rest",
   "normalized": "sign_rest",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.102119,
    "sd": 0.302903
   },
   "binary": true
  },
  {
   "name": "sign_restr_hp",
   "normalized": "sign_restr_hp",
   "dtype": "float64",
   "n_missing": 227,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.048139,
    "sd": 0.214128
   },
   "binary": true
  },
  {
   "name": "sign_restr_other",
   "normalized": "sign_restr_other",
   "dtype": "float64",
   "n_missing": 227,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.053915,
    "sd": 0.225923
   },
   "binary": true
  },
  {
   "name": "srlr_restr",
   "normalized": "srlr_restr",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.094412,
    "sd": 0.292495
   },
   "binary": true
  },
  {
   "name": "nonrecursive",
   "normalized": "nonrecursive",
   "dtype": "float64",
   "n_missing": 145,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.045122,
    "sd": 0.207635
   },
   "binary": true
  },
  {
   "name": "other_ident",
   "normalized": "other_ident",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 17,
   "top_values": [
    "0",
    "",
    "recursive",
    "short and long run restrictions (King)",
    "contemporaneous, non-recursive, Elbourne (2008)"
   ]
  },
  {
   "name": "citations",
   "normalized": "citations",
   "dtype": "float64",
   "n_missing": 126,
   "n_unique": 32,
   "stats": {
    "min": 0.0,
    "p25": 10.0,
    "median": 19.0,
    "p75": 25.0,
    "max": 506.0,
    "mean": 33.852321,
    "sd": 56.130045
   }
  },
  {
   "name": "impact",
   "normalized": "impact",
   "dtype": "float64",
   "n_missing": 126,
   "n_unique": 29,
   "stats": {
    "min": 0.0,
    "p25": 0.063,
    "median": 0.464,
    "p75": 0.518,
    "max": 2.322,
    "mean": 0.519418,
    "sd": 0.556404
   }
  },
  {
   "name": "journalyn",
   "normalized": "journalyn",
   "dtype": "float64",
   "n_missing": 226,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.411802,
    "sd": 0.492318
   },
   "binary": true
  },
  {
   "name": "city",
   "normalized": "city",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 2,
   "top_values": [
    "",
    "10 major metropolitan areas"
   ]
  },
  {
   "name": "housing_type",
   "normalized": "housing_type",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 11,
   "top_values": [
    "",
    "type of housing that is included (single family houses, flats or all types), whether existing dwellings or new dwellings are considered, whether prices are per dwelling or per square meter, and the region (urban, non-urban or both) where the data is collected",
    "rental; house; flat; office; industry",
    "one-family houses",
    "rent index, index with of residential construction cost"
   ]
  },
  {
   "name": "developed",
   "normalized": "developed",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 2,
   "top_values": [
    "",
    "several industrialized countries"
   ]
  },
  {
   "name": "comment",
   "normalized": "comment",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 50,
   "top_values": [
    "",
    "panel VAR",
    "Stock and Watson (2005) dataset",
    "common trend model",
    "unclear whether in logs"
   ]
  },
  {
   "name": "comment_1",
   "normalized": "comment_1",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 14,
   "top_values": [
    "",
    "v modelu interest rate i mortgage rate; \u0161oky jsou d\u011blan\u00e9 takt\u00e9\u017e na interest rate i mortgage rate",
    "mean-group estimator",
    "v modelu je interest rate I mortgage rate a jejich vz\u00e1jemn\u00e9 \u0161oky",
    "mean-group estimator,"
   ]
  },
  {
   "name": "comment_2",
   "normalized": "comment_2",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 6,
   "top_values": [
    "",
    "bootstrap",
    "house",
    "flat",
    "response in %"
   ]
  },
  {
   "name": "concat",
   "normalized": "concat",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 142,
   "top_values": [
    "",
    "Switzerland19872008",
    "19 countries, Calza19802008",
    "Italy19702008",
    "South Africa19752009"
   ]
  },
  {
   "name": "ext_crisis1",
   "normalized": "ext_crisis1",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 35,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 3.444444,
    "p75": 6.0,
    "max": 12.0,
    "mean": 3.644657,
    "sd": 2.900491
   }
  },
  {
   "name": "ext_ir_level",
   "normalized": "ext_ir_level",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 135,
   "stats": {
    "min": 0.088889,
    "p25": 5.302768,
    "median": 6.664315,
    "p75": 8.672791,
    "max": 12.761728,
    "mean": 7.082346,
    "sd": 2.470772
   }
  },
  {
   "name": "ext_ir_long",
   "normalized": "ext_ir_long",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 22,
   "stats": {
    "min": 0.0,
    "p25": 4.0,
    "median": 11.0,
    "p75": 13.0,
    "max": 25.0,
    "mean": 9.264611,
    "sd": 5.376026
   }
  },
  {
   "name": "ext_10bond",
   "normalized": "ext_10bond",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 134,
   "stats": {
    "min": 2.839742,
    "p25": 6.350357,
    "median": 7.265983,
    "p75": 8.765186,
    "max": 12.778834,
    "mean": 7.533078,
    "sd": 2.11328
   }
  },
  {
   "name": "ext_spread",
   "normalized": "ext_spread",
   "dtype": "float64",
   "n_missing": 248,
   "n_unique": 131,
   "stats": {
    "min": -0.86177,
    "p25": 0.443457,
    "median": 0.717782,
    "p75": 1.0293,
    "max": 2.289167,
    "mean": 0.681137,
    "sd": 0.494436
   }
  },
  {
   "name": "ext_floating",
   "normalized": "ext_floating",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 79,
   "stats": {
    "min": 8.0,
    "p25": 26.0,
    "median": 53.664789,
    "p75": 67.238529,
    "max": 100.0,
    "mean": 50.69811,
    "sd": 27.272645
   }
  },
  {
   "name": "ext_fdi",
   "normalized": "ext_fdi",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 139,
   "stats": {
    "min": 0.065046,
    "p25": 1.236868,
    "median": 2.028291,
    "p75": 3.034522,
    "max": 15.806178,
    "mean": 2.491927,
    "sd": 2.175481
   }
  },
  {
   "name": "ext_tourism",
   "normalized": "ext_tourism",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 119,
   "stats": {
    "min": 0.147096,
    "p25": 0.350855,
    "median": 0.609484,
    "p75": 0.791509,
    "max": 2.370395,
    "mean": 0.637299,
    "sd": 0.402672
   }
  },
  {
   "name": "ext_income",
   "normalized": "ext_income",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 126,
   "stats": {
    "min": 3667.908308,
    "p25": 16533.490748,
    "median": 18387.279075,
    "p75": 22153.841676,
    "max": 28790.663255,
    "mean": 18448.095287,
    "sd": 4904.847473
   }
  },
  {
   "name": "ext_infl",
   "normalized": "ext_infl",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 140,
   "stats": {
    "min": 0.599988,
    "p25": 2.691183,
    "median": 3.157572,
    "p75": 5.132953,
    "max": 13.154504,
    "mean": 4.16319,
    "sd": 2.317814
   }
  },
  {
   "name": "ext_creditgdp",
   "normalized": "ext_creditgdp",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 140,
   "stats": {
    "min": 57.908571,
    "p25": 107.50625,
    "median": 127.77931,
    "p75": 144.034091,
    "max": 193.721739,
    "mean": 126.54508,
    "sd": 33.323008
   }
  },
  {
   "name": "ext_populgr",
   "normalized": "ext_populgr",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 140,
   "stats": {
    "min": 0.066359,
    "p25": 0.340732,
    "median": 0.551573,
    "p75": 0.736206,
    "max": 2.059151,
    "mean": 0.616095,
    "sd": 0.392709
   }
  },
  {
   "name": "ext_activepop",
   "normalized": "ext_activepop",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 140,
   "stats": {
    "min": 58.56832,
    "p25": 65.269624,
    "median": 66.510447,
    "p75": 67.325182,
    "max": 72.947862,
    "mean": 66.152095,
    "sd": 2.037198
   }
  },
  {
   "name": "ext_pti_std",
   "normalized": "ext_pti_std",
   "dtype": "float64",
   "n_missing": 248,
   "n_unique": 134,
   "stats": {
    "min": 72.810628,
    "p25": 88.136741,
    "median": 95.28867,
    "p75": 99.849216,
    "max": 117.93645,
    "mean": 94.526752,
    "sd": 8.77566
   }
  },
  {
   "name": "ext_tourism_yoy",
   "normalized": "ext_tourism_yoy",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 119,
   "stats": {
    "min": -21.806951,
    "p25": 1.690632,
    "median": 3.438313,
    "p75": 4.662886,
    "max": 22.567632,
    "mean": 3.461429,
    "sd": 4.893338
   }
  },
  {
   "name": "ext_hp",
   "normalized": "ext_hp",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 119,
   "stats": {
    "min": -4.855862,
    "p25": 4.200702,
    "median": 7.02,
    "p75": 9.045676,
    "max": 19.303333,
    "mean": 6.781023,
    "sd": 4.115437
   }
  },
  {
   "name": "ext_dwell",
   "normalized": "ext_dwell",
   "dtype": "float64",
   "n_missing": 248,
   "n_unique": 43,
   "stats": {
    "min": 278.502243,
    "p25": 441.573319,
    "median": 472.396537,
    "p75": 484.358936,
    "max": 542.873065,
    "mean": 463.842872,
    "sd": 47.910493
   }
  },
  {
   "name": "ext_floating_dummy",
   "normalized": "ext_floating_dummy",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.538215,
    "sd": 0.498698
   },
   "binary": true
  },
  {
   "name": "ext_permits",
   "normalized": "ext_permits",
   "dtype": "float64",
   "n_missing": 248,
   "n_unique": 133,
   "stats": {
    "min": 68.716959,
    "p25": 90.230001,
    "median": 97.181291,
    "p75": 105.032754,
    "max": 190.947376,
    "mean": 101.074121,
    "sd": 21.867785
   }
  },
  {
   "name": "ext_maturity",
   "normalized": "ext_maturity",
   "dtype": "float64",
   "n_missing": 276,
   "n_unique": 27,
   "stats": {
    "min": 15.0,
    "p25": 17.5,
    "median": 22.583333,
    "p75": 25.0,
    "max": 30.0,
    "mean": 22.476028,
    "sd": 4.915021
   }
  },
  {
   "name": "ext_ownership",
   "normalized": "ext_ownership",
   "dtype": "float64",
   "n_missing": 276,
   "n_unique": 82,
   "stats": {
    "min": 48.763651,
    "p25": 52.797632,
    "median": 60.221219,
    "p75": 68.654444,
    "max": 90.0,
    "mean": 61.204854,
    "sd": 8.88935
   }
  },
  {
   "name": "ext_hp_ltavg",
   "normalized": "ext_hp_ltavg",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 139,
   "stats": {
    "min": -4.041918,
    "p25": -0.066159,
    "median": 1.031652,
    "p75": 1.994143,
    "max": 9.006774,
    "mean": 1.22573,
    "sd": 1.787111
   }
  },
  {
   "name": "ext_hp_long",
   "normalized": "ext_hp_long",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 81,
   "stats": {
    "min": 0.25,
    "p25": 9.25,
    "median": 11.9,
    "p75": 15.25,
    "max": 26.0,
    "mean": 12.414094,
    "sd": 4.614091
   }
  },
  {
   "name": "ext_boom",
   "normalized": "ext_boom",
   "dtype": "float64",
   "n_missing": 228,
   "n_unique": 14,
   "stats": {
    "min": 0.0,
    "p25": 3.0,
    "median": 6.0,
    "p75": 8.0,
    "max": 16.0,
    "mean": 5.640976,
    "sd": 3.36704
   }
  }
 ]
}