{
 "project": "armington",
 "source_file": "armington.xlsx",
 "source_archive": null,
 "source_sheet": "data",
 "n_rows": 3524,
 "n_columns": 76,
 "columns": [
  {
   "name": "author",
   "normalized": "author",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 42,
   "top_values": [
    "Aspalter (2016)",
    "Gallaway et al. (2003)",
    "Alaouze et al. (1977)",
    "Welsch (2006)",
    "Warr & Lapiz (1994)"
   ]
  },
  {
   "name": "pubyear",
   "normalized": "pubyear",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 26,
   "inferred_role": "pub_year",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 1977.0,
    "p25": 1998.0,
    "median": 2006.0,
    "p75": 2015.0,
    "max": 2018.0,
    "mean": 2003.639047,
    "sd": 12.021918
   }
  },
  {
   "name": "country",
   "normalized": "country",
   "dtype": "str",
   "n_missing": 0,
   "n_unique": 43,
   "inferred_role": "country",
   "inferred_role_confidence": "name-match only, not verified",
   "top_values": [
    "USA",
    "Germany",
    "France",
    "Australia",
    "South Africa"
   ]
  },
  {
   "name": "idcountry",
   "normalized": "idcountry",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 41,
   "inferred_role": "country",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 1.0,
    "p25": 15.0,
    "median": 29.0,
    "p75": 41.0,
    "max": 41.0,
    "mean": 25.163451,
    "sd": 14.694407
   }
  },
  {
   "name": "idstudy",
   "normalized": "idstudy",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 42,
   "inferred_role": "study_id",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 1.0,
    "p25": 3.0,
    "median": 11.0,
    "p75": 29.0,
    "max": 42.0,
    "mean": 16.281498,
    "sd": 13.365734
   }
  },
  {
   "name": "invse_w",
   "normalized": "invse_w",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 1582,
   "stats": {
    "min": 0.168919,
    "p25": 1.426534,
    "median": 3.234676,
    "p75": 7.633588,
    "max": 111.1111,
    "mean": 10.365952,
    "sd": 21.338571
   }
  },
  {
   "name": "tstats_w",
   "normalized": "tstats_w",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 2289,
   "inferred_role": "t_stat",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": -1.967,
    "p25": 1.12,
    "median": 2.9985,
    "p75": 7.2125,
    "max": 115.28,
    "mean": 9.451678,
    "sd": 21.720216
   }
  },
  {
   "name": "armel",
   "normalized": "armel",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 2233,
   "role": "effect_estimate",
   "stats": {
    "min": -56.188,
    "p25": 0.559875,
    "median": 1.033,
    "p75": 1.66675,
    "max": 78.6,
    "mean": 1.530634,
    "sd": 3.560146
   }
  },
  {
   "name": "se",
   "normalized": "se",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 1688,
   "role": "standard_error",
   "stats": {
    "min": 0.0001,
    "p25": 0.131,
    "median": 0.30915,
    "p75": 0.701,
    "max": 1124.44,
    "mean": 2.263757,
    "sd": 30.578536
   }
  },
  {
   "name": "invse",
   "normalized": "invse",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 1687,
   "stats": {
    "min": 0.000889,
    "p25": 1.426533,
    "median": 3.235723,
    "p75": 7.648268,
    "max": 10000.0,
    "mean": 56.255781,
    "sd": 435.192854
   }
  },
  {
   "name": "tstats",
   "normalized": "tstats",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 2453,
   "inferred_role": "t_stat",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": -19.77,
    "p25": 1.12,
    "median": 2.9985,
    "p75": 7.2125,
    "max": 9072.5,
    "mean": 18.056408,
    "sd": 186.246511
   }
  },
  {
   "name": "nobs",
   "normalized": "nobs",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 34,
   "inferred_role": "n_obs",
   "inferred_role_confidence": "name-match only, not verified",
   "stats": {
    "min": 2.0,
    "p25": 81.0,
    "median": 127.0,
    "p75": 408.0,
    "max": 816.0,
    "mean": 296.050795,
    "sd": 304.917379
   }
  },
  {
   "name": "nobs_long",
   "normalized": "nobs_long",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 35,
   "stats": {
    "min": 0.0,
    "p25": 68.0,
    "median": 106.0,
    "p75": 184.0,
    "max": 816.0,
    "mean": 257.045403,
    "sd": 309.903726
   }
  },
  {
   "name": "nobs_short",
   "normalized": "nobs_short",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 9,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 308.0,
    "mean": 40.766175,
    "sd": 98.843829
   }
  },
  {
   "name": "armel_w",
   "normalized": "armel_w",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 2060,
   "stats": {
    "min": -0.996,
    "p25": 0.559875,
    "median": 1.033,
    "p75": 1.66675,
    "max": 8.505,
    "mean": 1.454446,
    "sd": 1.784635
   }
  },
  {
   "name": "se_w",
   "normalized": "se_w",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 1582,
   "stats": {
    "min": 0.009,
    "p25": 0.131,
    "median": 0.30915,
    "p75": 0.701,
    "max": 5.92,
    "mean": 0.720302,
    "sd": 1.184358
   }
  },
  {
   "name": "se_lrun",
   "normalized": "se_lrun",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 1552,
   "stats": {
    "min": 0.0,
    "p25": 0.059,
    "median": 0.29,
    "p75": 0.697,
    "max": 5.92,
    "mean": 0.691249,
    "sd": 1.193737
   }
  },
  {
   "name": "srun",
   "normalized": "srun",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.157775,
    "sd": 0.364582
   },
   "binary": true
  },
  {
   "name": "lrun",
   "normalized": "lrun",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.842225,
    "sd": 0.364582
   },
   "binary": true
  },
  {
   "name": "sicdata",
   "normalized": "sicdata",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 8,
   "stats": {
    "min": 1.0,
    "p25": 5.0,
    "median": 7.0,
    "p75": 8.0,
    "max": 8.0,
    "mean": 6.488933,
    "sd": 1.576741
   }
  },
  {
   "name": "sicres",
   "normalized": "sicres",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 8,
   "stats": {
    "min": 1.0,
    "p25": 4.0,
    "median": 5.0,
    "p75": 6.0,
    "max": 8.0,
    "mean": 5.062997,
    "sd": 1.212108
   }
  },
  {
   "name": "mon",
   "normalized": "mon",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.138479,
    "sd": 0.345451
   },
   "binary": true
  },
  {
   "name": "quart",
   "normalized": "quart",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.211407,
    "sd": 0.408365
   },
   "binary": true
  },
  {
   "name": "annu",
   "normalized": "annu",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.650114,
    "sd": 0.477002
   },
   "binary": true
  },
  {
   "name": "pan",
   "normalized": "pan",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.343076,
    "sd": 0.474804
   },
   "binary": true
  },
  {
   "name": "ts",
   "normalized": "ts",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.578888,
    "sd": 0.493808
   },
   "binary": true
  },
  {
   "name": "cross",
   "normalized": "cross",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.078036,
    "sd": 0.268267
   },
   "binary": true
  },
  {
   "name": "length",
   "normalized": "length",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 30,
   "stats": {
    "min": 1.0,
    "p25": 7.0,
    "median": 16.0,
    "p75": 16.0,
    "max": 47.0,
    "mean": 14.243473,
    "sd": 9.762015
   }
  },
  {
   "name": "ltotal",
   "normalized": "ltotal",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 481,
   "stats": {
    "min": 1.791759,
    "p25": 3.332205,
    "median": 4.219508,
    "p75": 5.605802,
    "max": 12.94715,
    "mean": 4.637082,
    "sd": 1.92779
   }
  },
  {
   "name": "lmidyear",
   "normalized": "lmidyear",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 58,
   "stats": {
    "min": 0.0,
    "p25": 16.0,
    "median": 24.0,
    "p75": 35.5,
    "max": 40.0,
    "mean": 23.447787,
    "sd": 11.543994
   }
  },
  {
   "name": "prim",
   "normalized": "prim",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.103859,
    "sd": 0.305121
   },
   "binary": true
  },
  {
   "name": "sec",
   "normalized": "sec",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.863791,
    "sd": 0.343059
   },
   "binary": true
  },
  {
   "name": "ter",
   "normalized": "ter",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.021283,
    "sd": 0.144345
   },
   "binary": true
  },
  {
   "name": "deving",
   "normalized": "deving",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.242906,
    "sd": 0.428899
   },
   "binary": true
  },
  {
   "name": "deved",
   "normalized": "deved",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.790579,
    "sd": 0.406953
   },
   "binary": true
  },
  {
   "name": "lmsize",
   "normalized": "lmsize",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 180,
   "stats": {
    "min": 0.620576,
    "p25": 5.098707,
    "median": 6.41867,
    "p75": 8.095286,
    "max": 9.207705,
    "mean": 6.448399,
    "sd": 1.858032
   }
  },
  {
   "name": "tariffs",
   "normalized": "tariffs",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 38,
   "stats": {
    "min": 1.38,
    "p25": 2.1,
    "median": 3.91,
    "p75": 10.32,
    "max": 33.65,
    "mean": 6.777379,
    "sd": 7.152355
   }
  },
  {
   "name": "ntb",
   "normalized": "ntb",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 42,
   "stats": {
    "min": 0.42,
    "p25": 0.696,
    "median": 0.913,
    "p75": 1.18,
    "max": 1.773,
    "mean": 0.935207,
    "sd": 0.260601
   }
  },
  {
   "name": "volatility",
   "normalized": "volatility",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 158,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.663975,
    "p75": 0.794784,
    "max": 4.092681,
    "mean": 0.577791,
    "sd": 0.549194
   }
  },
  {
   "name": "pride",
   "normalized": "pride",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 47,
   "stats": {
    "min": 0.067566,
    "p25": 0.284,
    "median": 0.631184,
    "p75": 0.685657,
    "max": 0.854952,
    "mean": 0.527621,
    "sd": 0.219261
   }
  },
  {
   "name": "internet",
   "normalized": "internet",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 61,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.017842,
    "p75": 5.190675,
    "max": 19.684191,
    "mean": 2.90993,
    "sd": 5.024241
   }
  },
  {
   "name": "armx",
   "normalized": "armx",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.226731,
    "sd": 0.418777
   },
   "binary": true
  },
  {
   "name": "darmx",
   "normalized": "darmx",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.099603,
    "sd": 0.299512
   },
   "binary": true
  },
  {
   "name": "army",
   "normalized": "army",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.145857,
    "sd": 0.353013
   },
   "binary": true
  },
  {
   "name": "ecmyx",
   "normalized": "ecmyx",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.0437,
    "sd": 0.204457
   },
   "binary": true
  },
  {
   "name": "asp",
   "normalized": "asp",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.280647,
    "sd": 0.449379
   },
   "binary": true
  },
  {
   "name": "othmod",
   "normalized": "othmod",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.109251,
    "sd": 0.311998
   },
   "binary": true
  },
  {
   "name": "ols",
   "normalized": "ols",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.478434,
    "sd": 0.499606
   },
   "binary": true
  },
  {
   "name": "corc",
   "normalized": "corc",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.162032,
    "sd": 0.368532
   },
   "binary": true
  },
  {
   "name": "tsls",
   "normalized": "tsls",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.085131,
    "sd": 0.279115
   },
   "binary": true
  },
  {
   "name": "gmm",
   "normalized": "gmm",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.244325,
    "sd": 0.429747
   },
   "binary": true
  },
  {
   "name": "othest",
   "normalized": "othest",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.030079,
    "sd": 0.17083
   },
   "binary": true
  },
  {
   "name": "imcon",
   "normalized": "imcon",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.033201,
    "sd": 0.179186
   },
   "binary": true
  },
  {
   "name": "seas",
   "normalized": "seas",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.200057,
    "sd": 0.400099
   },
   "binary": true
  },
  {
   "name": "impact",
   "normalized": "impact",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 26,
   "stats": {
    "min": 0.0,
    "p25": 0.014,
    "median": 0.067,
    "p75": 0.116,
    "max": 2.881,
    "mean": 0.123061,
    "sd": 0.241641
   }
  },
  {
   "name": "lcit",
   "normalized": "lcit",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 36,
   "stats": {
    "min": 0.0,
    "p25": 0.534083,
    "median": 1.098612,
    "p75": 1.99243,
    "max": 4.178652,
    "mean": 1.262189,
    "sd": 1.014239
   }
  },
  {
   "name": "pblshd",
   "normalized": "pblshd",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.393019,
    "sd": 0.48849
   },
   "binary": true
  },
  {
   "name": "all",
   "normalized": "all",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.011918,
    "sd": 0.108534
   },
   "binary": true
  },
  {
   "name": "ag",
   "normalized": "ag",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.07378,
    "sd": 0.261449
   },
   "binary": true
  },
  {
   "name": "min",
   "normalized": "min",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.029228,
    "sd": 0.168469
   },
   "binary": true
  },
  {
   "name": "man",
   "normalized": "man",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 1.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.840806,
    "sd": 0.365909
   },
   "binary": true
  },
  {
   "name": "util",
   "normalized": "util",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.015323,
    "sd": 0.122853
   },
   "binary": true
  },
  {
   "name": "cons",
   "normalized": "cons",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.00681,
    "sd": 0.082256
   },
   "binary": true
  },
  {
   "name": "trad",
   "normalized": "trad",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.006527,
    "sd": 0.080535
   },
   "binary": true
  },
  {
   "name": "trans",
   "normalized": "trans",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.00454,
    "sd": 0.067238
   },
   "binary": true
  },
  {
   "name": "fin",
   "normalized": "fin",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.00227,
    "sd": 0.047599
   },
   "binary": true
  },
  {
   "name": "serv",
   "normalized": "serv",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.005959,
    "sd": 0.076976
   },
   "binary": true
  },
  {
   "name": "total",
   "normalized": "total",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 481,
   "stats": {
    "min": 6.0,
    "p25": 28.0,
    "median": 68.0,
    "p75": 272.0,
    "max": 419640.0,
    "mean": 3538.347333,
    "sd": 26898.989658
   }
  },
  {
   "name": "midyear",
   "normalized": "midyear",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 58,
   "stats": {
    "min": 1968.0,
    "p25": 1984.0,
    "median": 1992.0,
    "p75": 2003.5,
    "max": 2008.0,
    "mean": 1991.447787,
    "sd": 11.543994
   }
  },
  {
   "name": "cit",
   "normalized": "cit",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 36,
   "stats": {
    "min": 3.0,
    "p25": 6.0,
    "median": 31.0,
    "p75": 86.0,
    "max": 1241.0,
    "mean": 116.831442,
    "sd": 232.52934
   }
  },
  {
   "name": "msize",
   "normalized": "msize",
   "dtype": "float64",
   "n_missing": 0,
   "n_unique": 180,
   "stats": {
    "min": 0.86,
    "p25": 162.81,
    "median": 612.187,
    "p75": 3277.975,
    "max": 9972.688,
    "mean": 2060.584541,
    "sd": 2527.666008
   }
  },
  {
   "name": "quality",
   "normalized": "quality",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.059875,
    "sd": 0.237289
   },
   "binary": true
  },
  {
   "name": "peer_review",
   "normalized": "peer_review",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.374007,
    "sd": 0.483934
   },
   "binary": true
  },
  {
   "name": "preffered",
   "normalized": "preffered",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 0.0,
    "max": 1.0,
    "mean": 0.218218,
    "sd": 0.413095
   },
   "binary": true
  },
  {
   "name": "indifferent",
   "normalized": "indifferent",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 0.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.271283,
    "sd": 0.444685
   },
   "binary": true
  },
  {
   "name": "not-preffered",
   "normalized": "not_preffered",
   "dtype": "int64",
   "n_missing": 0,
   "n_unique": 2,
   "stats": {
    "min": 0.0,
    "p25": 0.0,
    "median": 1.0,
    "p75": 1.0,
    "max": 1.0,
    "mean": 0.510499,
    "sd": 0.499961
   },
   "binary": true
  }
 ]
}